Hire from a workforce of 45 digital coworkers

Every inbound lead was enriched, scored and routed within minutes, and none went unworked because nobody had time to look at it.

To make sure demand reaches a seller while it is still demand.

Business outcomes

• No lead unworked for want of enrichment time, which is the most avoidable loss in the funnel
• Seller hours returned from research and administration to selling
• Consistent qualification, the same profile applied at three in the morning as at three in the afternoon
• Account context beating score, so a lead at an open opportunity reaches the account owner regardless
• Duplicated approaches prevented, which the customer would otherwise experience as disorganisation

Measured on

• Time from lead arrival to routed owner
• Proportion of inbound leads worked
• Accepted-lead rate and lead-to-opportunity conversion
• Duplicate and misroute rate

Reports to

Chief Revenue Officer

Authority, and yours

Does this alone

Enriches · scores · detects duplicates · routes by rule · executes approved nurture steps · books meetings

Recommends

Prioritisation, with score reasoning and evidence shown

Escalates

Ownership conflicts → sales management, never resolved by the agent · Leads at accounts with an active opportunity → the account owner · Low-confidence identity matches → held, never merged · Consent or regulated-data concerns → marketing operations

Skills

The workday

• Reads and enriches lead records
• scores against the ideal-customer profile
• detects duplicates and existing relationships
• routes to the owner
• executes approved nurture steps
• books meetings
• logs every touch.

Grow arc · Lead to Cash · Runs in CRM · Finance

The margin was tested and the approval was obtained before the number left the building.

To assemble a correct, margin-safe quote while the opportunity is still live.

Business outcomes

• Approval before the offer, which turns a retrospective record back into a control
• A quote ready while the opportunity is live, rather than after the buyer has moved on
• Margin visible at each discount level, so the trade-off is a decision rather than a habit
• Prior pricing to that customer surfaced, so nobody quotes against their own position
• Discount patterns made visible by seller, segment and product, without a reconstruction exercise

Measured on

• Request-to-quote cycle time
• First-pass quote accuracy
• Margin adherence against policy
• Proportion of discounts approved before the offer

Reports to

Chief Revenue Officer · CFO for margin

Authority, and yours

Does this alone

Assembles quotes · validates configuration · applies price rules · computes margin at each level · versions

Recommends

The quote, with margin, variance and policy status stated

Escalates

Discounts beyond policy → the approval matrix, before the offer is made · Novel commercial constructs, missing cost data and strategic concessions → delegated pricing authority · Configurations valid but not deliverable → the fulfilment gate

Skills

The workday

• Drafts the quote
• validates configuration
• applies price rules
• calculates margin
• compares options
• applies approved promotions
• flags expired or conflicting terms
• routes approvals
• updates CRM and quoting records
• versions the quote
• notifies the seller of expiry or customer response.

Grow arc · Lead to Cash · Runs in CRM · Finance

The order was validated and in the system within minutes, and the exception was caught at intake, not at delivery.

To stop an incomplete or contradictory customer order from becoming a fulfilment failure.

Business outcomes

• Errors caught at intake, where correction costs a check rather than a credit note
• The clock started in minutes, not when someone opens the mailbox
• Any order format accepted without asking the customer to change how they buy
• The credit gate operating before an order exists, rather than after it has been confirmed
• Both versions preserved, so an invoice dispute six months later resolves against what the customer actually sent

Measured on

• Order first-pass yield
• Order-to-system cycle time
• Intake error rate
• Downstream defects attributable to order data

Reports to

Chief Revenue Officer

Authority, and yours

Does this alone

Extracts · normalises · validates · releases orders meeting explicit requirements and tolerances · holds exceptions

Recommends

Resolutions for ambiguous lines, with the likely intent and its evidence shown

Escalates

Price mismatches against contract → the order desk and commercial, never adjusted silently · Unknown customers or ship-to locations → order desk, never created · Orders from customers on credit hold → credit control before any order exists · Conflicting documents and sanctions concerns → escalated with evidence

Skills

The workday

• Parses orders
• normalises to master data
• validates customer, item, price, party and terms
• holds or releases within authority
• populates approved derived fields
• requests missing information
• routes corrections
• creates exception cases
• updates order status
• notifies sales and fulfilment
• preserves original and corrected versions
• confirms to the customer.

Grow arc · Lead to Cash · Runs in CRM · Finance

The full position was ready before the order arrived, so good revenue moved in minutes, and real risk still stopped at the gate.

To assemble the complete credit position and apply your policy, so good orders move and real risk still stops.

Business outcomes

• Good revenue released in minutes, because the position exists before the order arrives
• Real risk still stopping at the gate, on evidence rather than on who escalated hardest
• Disputed balances distinguished from payment failures, so a commercial disagreement is not read as credit deterioration
• The whole book reviewed, not only the accounts that raised an exception
• Every decision defensible after the fact, what the position showed at the time, and whether policy was applied

Measured on

• Credit decision cycle time
• Revenue released without added risk
• Order holds cleared before dispatch
• Credit-risk performance maintained

Reports to

CFO

Authority, and yours

Does this alone

Assembles the position · computes utilisation and headroom · identifies disputes · prioritises blocked orders

Recommends

Approve, approve with conditions, reduce, hold or escalate, with evidence and reasoning

Escalates

Material limit changes → credit manager, then CFO delegate by threshold · Deteriorating payment patterns, disputed identity and adverse external signals → human credit authority · Policy exceptions → the risk owner · Disputed holds → sales and finance jointly

Skills

The workday

• Prepares the credit decision
• refreshes the evidence pack
• reads exposure and payment history
• computes utilisation
• recommends a limit and review date
• proposes security or payment conditions
• routes authority
• sets or releases a block only where delegated
• writes the decision and rationale back.

Grow arc · Lead to Cash · Runs in CRM · Finance

The invoice was right before it was issued, and the cash was applied on receipt rather than aged in suspense.

To connect the commercial event, the invoice and the receipt, so that revenue becomes correctly applied cash.

Business outcomes

• Invoices right before they are issued, rather than corrected at the cost of a month
• Cash applied on receipt instead of ageing in suspense while collections chases a customer who has paid
• The hard matches handled, partials, lump sums, customer numbering and short payments against known deduction patterns
• Unmatched receipts classified, not parked, with the evidence attached for whoever resolves them
• A receivables ledger explainable at close, rather than defended after it

Measured on

• Billing first-pass accuracy and pre-issue holds
• Auto-match rate on receipts
• Unapplied cash value and ageing
• Avoidable credit notes and customer queries

Reports to

CFO

Authority, and yours

Does this alone

Checks the billing run · holds failing invoices · issues clean invoices · executes exact and high-confidence matches inside approved tolerances

Recommends

Application of ambiguous receipts · deduction classification

Escalates

Invoices failing validation → held before issue, never sent to be fixed later · Tax exceptions, multiple plausible customers and material deductions → human review · Unidentified receipts beyond the ageing threshold → treasury · Recurring rejections from one customer → customer operations

Skills

The workday

• Prepares and checks the billing run
• prevents a defective invoice
• requests missing fulfilment evidence
• issues billing through the governed process
• imports remittances
• matches cash
• clears open items within authority
• applies netting within agreed terms
• creates unidentified-receipt cases
• routes deductions and disputes
• updates the customer balance and evidence.

Grow arc · Lead to Cash · Runs in CRM · Finance

Every overdue balance was worked according to why it is overdue, and the disputes went to the team that can fix them.

To bring the cash home while keeping the customer.

Business outcomes

• Effort directed at recoverable cash, not at the largest number on the report
• Behaviour shifts caught early, which is where a small balance matters more than a large one
• Disputes routed to the team that can fix them, with the evidence, instead of ageing as collections
• The relationship protected, because the reliable payer whose run date has not arrived hears nothing
• Recurring causes made visible, so the billing or delivery defect gets fixed rather than re-chased

Measured on

• Days sales outstanding
• Promise-to-pay kept rate
• Dispute resolution time and routing accuracy
• Overdue balance by cause

Reports to

CFO

Authority, and yours

Does this alone

Segments the book · sends approved-template reminders · records promises · classifies and routes disputes with evidence

Recommends

Escalation, arrangements and prioritisation

Escalates

Payment arrangements, settlements, legal notices, service suspension and write-offs → human decision, always · Disputed balances → the owning team, never chased as late payment · Vulnerable-customer considerations → a person, without exception · Material behaviour deterioration → credit

Skills

The workday

• Segments the book
• creates and reprioritises tasks
• sends approved reminders through approved channels
• records promises and correspondence
• opens and routes disputes with evidence
• requests missing evidence
• recommends escalation, hold or payment arrangement
• briefs account owners
• reports systemic dispute drivers.

Grow arc · Lead to Cash · Runs in CRM · Finance

The routine was resolved at the moment it was raised, at any hour, and the exception reached a person already worked.

To resolve the repeatable request at first contact, and hand a true exception to a person with the work already done.

Business outcomes

• The routine resolved at the moment it is raised, at any hour, in the channel the customer already uses
• Representatives freed for the conversations where retention is decided, rather than spending the shift on lookups
• The answer, not a link, entitlement applied to their situation, with the clause cited
• Customers stop repeating themselves, because the handover carries the history and what was already tried
• A customer in difficulty reaches a person, not an efficient answer

Measured on

• First-contact resolution and containment
• Time to resolution and customer effort
• Transfer and repeat-contact rate
• Escalation accuracy

Reports to

Chief Customer Officer

Authority, and yours

Does this alone

Verifies identity · answers entitlement and status questions with cited evidence · executes documented, reversible, low-risk actions

Recommends

Resolutions outside her scope, with the position assembled

Escalates

Any indication of distress, vulnerability or hardship → a representative immediately, without attempting resolution · Third contact on the same issue → a representative with the history, always · Identity uncertainty, complaints, financial redress and legal threats → human review

Skills

The workday

• Verifies identity
• answers and explains
• retrieves or reissues approved information
• updates permitted fields
• executes a bounded service request
• opens, classifies and routes a case
• schedules a callback
• captures feedback
• alerts a supervisor.

Grow arc · Issue to Resolution · Runs in CRM · Service

One date, from one picture, with its basis stated, and the customer heard about the delay from us.

To give the customer one trustworthy answer about where the order is, when it will arrive and what happens next.

Business outcomes

• The customer hears it from you, four days early, as a choice rather than an apology
• One answer from one picture, instead of three systems and a tracking code
• A date the customer can plan around, with its confidence stated
• The promised next update kept, which is what rebuilds trust after a miss
• Status volume deflected from a team that should be handling judgement

Measured on

• Status enquiry volume deflected
• Proactive alert coverage before customer contact
• ETA accuracy
• Repeat contacts per shipment

Reports to

Chief Customer Officer

Authority, and yours

Does this alone

Assembles status · answers enquiries with evidence · detects at-risk consignments · opens traces · executes approved low-risk delivery options

Recommends

Proactive notifications and their timing

Escalates

Lost shipments, safety events, customs issues, high-value orders and repeated failure → escalated · Contractual commitments at risk → account management and supply chain jointly · Systematic lane or carrier failure → logistics, as a fulfilment problem

Skills

The workday

• Queries ERP, warehouse, transport and carrier systems
• composes status with reasoning
• detects at-risk consignments
• sends milestone notifications within authority
• opens a carrier or warehouse trace
• requests proof of delivery
• updates a delivery preference within authority
• creates a case
• notifies account and logistics teams
• records the promised next update.

Grow arc · Issue to Resolution · Runs in CRM · Service

Every return was assessed against the same standard, your policy and the statute together, and where they differ, the statute governs.

To validate the return or warranty entitlement, guide the customer, and keep the physical and financial journey aligned.

Business outcomes

• One standard applied to every return, rather than the standard whoever answered happened to know
• The statutory floor built in as a constraint, not left to recall under pressure
• Major-failure judgements reaching a person, because they determine who chooses the remedy
• Credit following the goods, not the promise, triggered on confirmed receipt and inspection
• Defect patterns clustered by product, serial and batch, which turns a service cost into an engineering conversation

Measured on

• Request-to-authorisation cycle time
• First-pass entitlement accuracy and adjudication consistency
• Credit accuracy against confirmed receipt
• Return rate by product

Reports to

Chief Customer Officer · legal oversight

Authority, and yours

Does this alone

Assesses eligibility against policy and statute · issues authorisations for cases that exactly meet defined policy · coordinates logistics · triggers credit on confirmed receipt

Recommends

Repair, replacement, credit or rejection, with both positions stated

Escalates

Any case where policy would give less than the statutory guarantee → resolved in the customer's favour or escalated, never the other way · Safety concerns, regulated products, suspected abuse, high value and ambiguous inspection → human decision · Product defect patterns → quality and engineering

Skills

The workday

• Requests evidence
• validates eligibility against policy and statute
• approves a standard return within authority
• issues the authorisation and label
• schedules collection
• notifies the customer
• monitors receipt and inspection milestones
• recommends repair, replacement, credit or rejection
• triggers credit on confirmed receipt
• creates quality and fraud alerts.

Grow arc · Issue to Resolution · Runs in CRM · Service

The technician arrived with the competency, the parts and the access the job needed, because the schedule reflected what was achievable, not what fitted on a board.

To assemble the technician, skill, part, permit, access and time window required to make the first visit count.

Business outcomes

• Fewer failed visits, because readiness is verified rather than assumed
• First-time fix improved through preparation, not through additional visits
• Certification enforced at proposal, which removes a compliance exposure as well as a wasted trip
• Parts reserved against the job, rather than assumed available
• Every assignment carrying its competency, parts and access verification, the evidence a regulated-equipment audit asks for

Measured on

• First-time-fix rate
• Jobs started with required skill, part and access
• Service-level and appointment adherence
• Failed visits by cause

Reports to

Chief Operating Officer

Authority, and yours

Does this alone

Triages jobs · verifies parts, crews, access and windows · reserves approved material · assigns readiness · tracks completion

Recommends

The schedule and job priority, with constraints resolved and exceptions named

Escalates

Expired or expiring certification → flagged and blocked from proposal, never overridden automatically · Safety work, major outages and significant cross-customer trade-offs → the field service manager · Service-level breach becoming unavoidable → dispatcher and account management before it happens

Skills

The workday

• Classifies jobs
• validates entitlement and priority
• checks competency, parts, permits, access and travel feasibility
• reserves approved material
• raises requisitions for missing parts
• requests inspection or permit
• flags prerequisite gaps
• assembles the weekly schedule
• notifies responsible owners
• updates readiness and evidence
• tracks completion.

Grow arc · Issue to Resolution · Runs in CRM · Service

340 contacts across four categories share one cause, here is what it costs, here is who owns it, and here is whether the fix worked.

To turn scattered customer symptoms into an evidence-backed problem statement and a prevention action.

Business outcomes

• The theme found across categories, not only the loudest one inside a single code
• A signal separated from normal variation, before many more customers experience it
• The cost quantified, volume, handling, returns and revenue at risk, which is what moves a process owner
• The owning process identified, so the fix happens where the failure originated
• The loop actually closed, with post-fix volume verified rather than assumed

Measured on

• Time from first signal to owned investigation
• Proportion of high-volume issues with a validated root cause
• Repeat-contact and recurrence rate after correction
• Closed-loop verification rate

Reports to

Chief Customer Officer

Authority, and yours

Does this alone

Clusters contacts · quantifies themes · assembles evidence · identifies owning processes · tracks post-fix recurrence

Recommends

Root causes and remediation priorities, with the cost quantified and counter-evidence shown

Escalates

Any theme indicating a safety, privacy, discrimination or regulatory signal → immediately, outside the reporting cycle · A theme routed and not actioned across two cycles → the executive above both parties

Skills

The workday

• Creates and updates issue clusters
• quantifies themes
• assembles affected-case samples
• identifies owning processes
• alerts the owner
• recommends containment
• opens a problem record
• tracks corrective actions
• measures recurrence
• updates approved knowledge when a fix is accepted.

Grow arc · Issue to Resolution · Runs in CRM · Service

Every addressable requisition above threshold went to a competitive, documented tender, and the tender completed fast enough that nobody routed around it.

To run a clean, comparable, documented tender, so that buying through the contract is faster than buying around it.

Business outcomes

• Tenders that actually run, because the assembly work no longer decides whether they happen
• Comparable bids, normalised onto one basis rather than compared across six formats
• Price tested against your own history, not only against the other bids in the room
• A complete procurement file assembled as work happens, rather than reconstructed when challenged
• Savings that survive to realisation, because buying through the contract is the faster path

Measured on

• Addressable spend competitively sourced
• Requisition-to-award cycle time
• Savings realised against savings negotiated
• On-contract compliance rate

Reports to

Chief Procurement Officer

Authority, and yours

Does this alone

Assembles the RFQ · distributes to qualified suppliers · chases responses · normalises bids · evaluates lots

Recommends

The award, with ranked rationale and sensitivity

Escalates

Bids outside delegated authority → category manager · Single-response tenders → sourcing manager · Price anomalies → the category owner · Suppliers not on the qualified list → vendor-master control and the CPO · Policy exceptions → procurement governance

Skills

The workday

• Compiles and issues the RFQ
• logs and tracks responses
• extracts pricing and terms from returned documents
• calculates documented price variance
• constructs the comparison
• evaluates by lot
• drafts the award case
• creates the contract record on approval
• writes the sourcing decision log.

Operate arc · Source to Pay · Runs in ERP · Finance

Every payee change was verified through a channel the request did not supply, and two people approved it.

To establish who your enterprise may buy from and who it may pay, and to prove it every time the answer changes.

Business outcomes

• The fraud vector closed, no payment instruction changes on the strength of the request that proposed it
• Clean suppliers no longer queue behind risky ones, because requirements are calibrated to risk tier
• Duplicate payments prevented at source, since duplicate vendor records are their most common origin
• Qualification documents current, rather than discovered lapsed by an auditor or a blocked invoice
• Records that transact under e-invoicing regimes, with identifiers validated at onboarding rather than at invoice time

Measured on

• Payee changes independently verified and dual-approved
• Clean-case supplier setup time
• Duplicate and dormant records resolved
• Fraudulent change attempts intercepted

Reports to

CFO

Authority, and yours

Does this alone

Validates completeness · identifies inconsistencies · scores configured risk · chases expiring certificates · flags duplicates and dormancy · prepares the record

Recommends

New vendor creation · bank-detail changes · deactivations

Escalates

Sanctions concerns → compliance · Tax issues → tax · Duplicates → the vendor-master owner · Critical-category qualification failures → procurement risk · Suspected fraud → controls and risk, immediately

Skills

The workday

• Opens the onboarding or change case
• issues the requirements checklist
• reads documents and populates controlled fields
• searches the master file, addresses, tax identifiers and bank accounts
• runs approved checks
• assembles risk and completeness findings
• routes the evidence pack
• creates or changes approved records
• suspends or flags records under policy
• writes the master-data change log.

Operate arc · Source to Pay · Runs in ERP · Finance

Every in-scope invoice was screened before payment, and here is the evidence for each one we stopped.

To stop duplicate invoices before payment, while keeping every decision transparent and your accounts payable team in control.

Business outcomes

• Cash protected before it leaves, rather than recovered partially and slowly afterwards
• Every in-scope invoice screened, replacing sample-based assurance with population coverage
• AP review time redirected from searching for duplicates to adjudicating the ones that matter
• Control evidence generated as work happens, satisfying the duplicate-payment control test internal audit would otherwise sample annually
• Root causes routed upstream, since duplicate vendor records are the most common origin of duplicate invoices

Measured on

• Duplicate detection accuracy
• Duplicate value prevented before payment
• AP review time saved
• Exceptions resolved within the agreed SLA

Reports to

Financial Controller

Authority, and yours

Does this alone

Scores every invoice · ranks candidates · assembles the evidence · notifies the owner

Recommends

Block or release, with the comparison record attached

Escalates

Low-confidence matches → AP review · Vendor-master anomalies → master-data owner · Patterns suggesting collusion or fraud → controls and investigations · Imminent high-value payments → payment approver

Skills

The workday

• Parses the invoice
• matches to purchase order and goods receipt
• scores duplicate likelihood
• blocks or parks with evidence
• notifies the AP owner
• posts when cleared
• writes the decision log.

Operate arc · Source to Pay · Runs in ERP · Finance

Every line was screened against that supplier's own history, the proposal reconciled to its source, and here is what we held.

To prepare every authorised disbursement for a safe, deliberate and timely human release.

Business outcomes

• Anomalies caught before release, rather than recovered afterwards through goodwill and speed
• A run reconciled to its source, counts and values, not just a status
• Release decided against a liquidity picture, not against a total
• A complete evidence chain from source totals through instruction identifiers to bank acknowledgement
• Early-settlement discounts captured where paying earlier is worth more than paying on terms

Measured on

• Payment lines screened before release
• Anomalies intercepted pre-release
• Clean payment proposals released on schedule
• Bank rejection and repair rate

Reports to

CFO / Treasurer

Authority, and yours

Does this alone

Assembles and reconciles the proposal · screens every line · verifies payee state · holds anomalies · confirms settlement

Recommends

The run for release, with held lines, evidence and recommended treatment

Escalates

First payments to new vendors → payments officer plus one · Payee details changed within the review window → master-data control · Sanctions issues → compliance · Liquidity conflicts → treasury · Suspected fraud → controls and risk, run held

Skills

The workday

• Retrieves the proposal and source population
• verifies counts and totals
• screens lines against historical patterns
• verifies payee details against the approved master state
• holds anomalous lines with evidence
• composes the cash requirement
• routes the run and its exceptions to authorised signatories
• submits only after approval
• collects acknowledgements
• logs and routes rejections
• writes the payment log.

Operate arc · Source to Pay · Runs in ERP · Finance

Every line was checked against the whole policy before reimbursement, and the exception was explained to the claimant, not discovered by an auditor.

To turn a receipt into a correctly coded, policy-checked and approval-ready claim. OCR reads receipts; ERICA reads the policy.

Business outcomes

• The exception explained to the claimant before it reaches an approver, rather than discovered by an auditor months later
• The audit sample and the audit population become the same thing, because every line carries its policy determination and the rule cited
• Approver time returned, the check has already happened, with the reasoning visible
• Coding that supports tax recovery, applied at line level rather than assumed at total level
• Policy applied identically to a field technician's receipt and an executive's, on every claim

Measured on

• Policy coverage before reimbursement
• Claim autofill and coding accuracy
• First-pass approval rate
• Receipt-to-approval-ready time

Reports to

Finance leader

Authority, and yours

Does this alone

Extracts, autofills and codes · applies deterministic policy at line level · explains exceptions to the claimant · routes clean claims

Recommends

Approval, with the policy status and the rule result stated

Escalates

Policy exceptions above threshold → finance operations · Uncertain tax treatment → tax · Missing business justification → the claimant and manager · Suspected deliberate breach → controls and risk, not the line manager

Skills

The workday

• Reads the claim and receipt
• applies policy
• autofills and codes
• approves, queries or routes
• tracks the claim through to reimbursement
• samples for audit
• writes the compliance log.

Operate arc · Source to Pay · Runs in ERP · Finance

The supplier got an accurate answer the same day, from the record, and every genuine exception went to the person who can fix it.

To answer invoice and payment questions from the system of record, and route genuine disputes with their evidence attached.

Business outcomes

• A fifth of AP capacity returned to work that requires judgement
• Suppliers answered the same day, from the record, with the document trail attached
• Genuine exceptions routed to their owner with the evidence, rather than bounced back as a status reply
• The upstream cause made visible, reason codes show which failure is generating repeat demand
• Statement reconciliation performed monthly instead of never, surfacing missing invoices, misapplied credits and duplicates

Measured on

• Enquiry containment without AP handling
• First-response time
• Repeat-contact rate
• Statements reconciled per period

Reports to

CFO

Authority, and yours

Does this alone

Authenticates · retrieves status · builds timelines · sends factual status replies on approved templates · issues existing remittance advice · reconciles statements

Recommends

Replies carrying a commercial position · break resolutions

Escalates

Missing receipts → the requester or receiver · Price and quantity disputes → buyer and AP · Bank issues → master-data control · Statement breaks indicating a possible duplicate → invoice integrity and AP review · Suspected social engineering → security and fraud

Skills

The workday

• Authenticates the channel
• locates supplier, invoice, purchase order and payment records
• builds the timeline
• composes and sends approved-template replies
• issues existing remittance advice
• reconciles statements
• flags breaks with evidence
• creates and routes cases
• records reason codes
• writes the correspondence log.

Operate arc · Source to Pay · Runs in ERP · Finance

Here is the number, here is what moved it, here is who changed it and why, and here is whether that change made it better.

To keep the forecast honest and explained, so the number the business plans against is one people are willing to defend.

Business outcomes

• The consensus meeting spends its time on judgement, rather than on reconciling spreadsheets
• Every override attributed, so a miss can be diagnosed rather than debated
• Data defects separated from demand signals, which is the difference between fixing a feed and changing a plan
• Planner judgement becomes reusable knowledge, because the effect of each override is tracked
• Bias made visible by segment, before it compounds into safety stock and expedite cost

Measured on

• Forecast accuracy at the chosen decision level
• Forecast bias by segment
• Consensus cycle time
• Proportion of overrides with a recorded rationale

Reports to

Chief Supply Chain Officer

Authority, and yours

Does this alone

Refreshes the baseline · tests signal quality · flags deviations · assembles the pack · logs assumptions

Recommends

The planning number, with the statistical view and the overlays shown separately

Escalates

Material overrides, structural breaks and financial-plan changes → the designated planner or consensus forum · Deviations above materiality → demand planning manager · A persistent bias pattern in one segment → S&OP lead, as a method question

Skills

The workday

• Refreshes the baseline
• compares actuals to forecast
• flags signal and data anomalies separately
• recommends an evidence-backed adjustment
• requests commercial input
• assembles the consensus pack
• records assumptions and overrides against their author
• publishes the agreed plan
• monitors accuracy, bias and override value by segment.

Operate arc · Plan to Fulfil · Runs in ERP · Supply chain

Every commitment was checked against live capacity before it was made, and here is the constraint if the answer was no.

To convert a requested delivery date into a capacity-backed promise and a feasible production response.

Business outcomes

• Commitments verified against live capacity, not against a stock check standing in for one
• A feasible answer in the window the decision has, rather than after the promise is made
• The constraint named, so a customer conversation becomes a choice rather than an apology
• Expedite cost avoided, because the shortfall is found before the order enters the book
• One date across sales and supply, produced once and traceable to its evidence

Measured on

• Commitments verified against live capacity
• Time to return a feasible date
• Promise reliability and schedule adherence
• Expedite cost avoided

Reports to

Supply chain leader

Authority, and yours

Does this alone

Reads the request · runs ATP and CTP · simulates the shortfall · assembles options with constraints named

Recommends

The feasible date and the alternatives, with trade-offs stated

Escalates

Cross-customer trade-offs, strategic orders and safety-stock exceptions → the accountable planner · Allocation conflicts → supply planning lead · Requests requiring a capacity change → S&OP · Anything that would breach a contractual service commitment → commercial and supply chain jointly

Skills

The workday

• Reads and prices the order request
• checks stock, capacity, bill of material and inbound supply
• computes the feasible promise date
• simulates constrained scenarios
• recommends reschedule, split or alternative
• requests planner approval
• updates the governed plan
• books the capacity-backed order
• notifies the customer-facing owner
• writes the decision thread.

Operate arc · Plan to Fulfil · Runs in ERP · Supply chain

These parameters no longer match the demand and the lead times you actually have, and here is what changing them costs or releases.

To help you hold less and stock out less at the same time.

Business outcomes

• Working capital released without buying it with service, because the trade-off is on every proposal
• Excess found before it becomes a write-down, with ageing surfaced continuously rather than at year end
• Transfers proposed instead of purchases, where the stock already exists somewhere in the network
• Lead-time drift caught at source, usually the real reason a parameter stopped working
• An inventory position explainable to finance, versioned with the reasoning behind every change

Measured on

• Inventory turns
• Stockout frequency by segment
• Excess and obsolete value
• Working capital released at maintained service level

Reports to

CFO and Chief Supply Chain Officer

Authority, and yours

Does this alone

Recomputes parameters · identifies excess and shortage · tracks ageing · detects lead-time drift

Recommends

Parameter changes, transfers and write-down candidates

Escalates

Parameter changes → inventory controller approval · Write-downs → finance, because the accounting consequence sits in the close · Supplier lead-time drift → procurement, for the supplier performance conversation · Any change that would move the service level → escalated rather than absorbed

Skills

The workday

• Recomputes parameters
• flags excess and shortage
• proposes transfers between locations
• tracks ageing
• detects lead-time drift
• raises parameter change requests under controlled workflow
• writes the inventory decision log.

Operate arc · Plan to Fulfil · Runs in ERP · Supply chain

These consignments are at risk, these customer commitments are affected, and here are the recovery options with their cost.

To turn fragmented transport events into an early, owned intervention.

Business outcomes

• Delays detected from movement data, rather than from the customer
• Missing milestones surfaced, which are often the earliest warning available
• Exceptions ranked by runway, so the four-hour problem is not queued behind the four-day one
• Recovery options costed, turning an escalation into a decision
• Carrier performance evidenced, so the supplier conversation starts from a shared record rather than an accusation

Measured on

• Shipment visibility coverage
• Exception detection-to-ownership time
• Proportion of delays detected before customer contact
• Avoidable expedite, detention and demurrage cost

Reports to

Chief Supply Chain Officer

Authority, and yours

Does this alone

Normalises events · correlates to orders · detects anomalies and missing milestones · executes low-risk, pre-authorised interventions · assembles performance views

Recommends

Routing alternatives with cost and time trade-offs · customer notifications, drafted

Escalates

Material expedite cost, contractual change, customs or sanctions uncertainty, dangerous goods and customer compensation → human authority · Contractual service breaches at risk → account management and supply chain jointly · Systematic carrier underperformance → procurement, for the commercial conversation

Skills

The workday

• Polls and normalises carrier, terminal and customs events
• correlates movements to orders and customers
• detects missing milestones and pace anomalies
• creates and ranks exceptions
• requests carrier or broker action
• proposes reroute, expedite or mode change
• drafts customer notifications
• updates ETA
• collects proof of delivery
• assembles carrier performance views
• closes only after outcome verification.

Operate arc · Plan to Fulfil · Runs in ERP · Supply chain

This work could not have been done, and here is why, before anyone walked to it.

To align warehouse work priority with the labour, equipment, inventory and outbound commitments actually available.

Business outcomes

• Infeasible work caught before release, not after a picker has walked to it
• Stalls caught inside the shift that can recover them, rather than in the shift report
• Replenishment triggered before the face empties and a queue forms behind it
• Resequencing proposed with its trade-off visible, so a supervisor decides rather than guesses
• A handover that carries the causes, so the next shift starts from knowledge rather than a queue

Measured on

• On-time wave and dispatch completion
• Pick accuracy and short-pick rate
• Task stall duration and queue dwell
• Labour utilisation and avoidable overtime

Reports to

Operations director

Authority, and yours

Does this alone

Monitors task state · screens feasibility · detects stalls · checks stock and replenishment · assembles slotting, throughput and handover reporting

Recommends

Replenishment triggers, task reassignment, slotting moves and wave rebalancing, each with its operational trade-off shown

Escalates

Safety-relevant blockages → the supervisor immediately · Recurring stalls in one zone → DC manager, as a design question · Inventory variance → inventory control

Skills

The workday

• Monitors task state
• screens released work for feasibility
• detects stalls
• checks stock and replenishment status
• proposes wave or task resequencing
• proposes replenishment or cycle count
• proposes qualified labour movement
• alerts maintenance or transport
• flags dispatch exceptions
• assembles slotting analysis
• produces the handover and cause summary.

Operate arc · Plan to Fulfil · Runs in ERP · Supply chain

This job is genuinely ready, parts, crew, access and permit confirmed, or it is not on the schedule.

To turn a maintenance need into safe, fully prepared and correctly prioritised work.

Business outcomes

• Fewer jobs failing on the day, because readiness is verified rather than assumed
• The planned-to-reactive ratio moving in the planned direction, which is the lever that moves the maintenance cost ratio
• First-time fix improved through preparation, not through additional visits
• Backlog shaped by criticality, not by who shouted
• Every deferral attributable, with its rationale and approver recorded

Measured on

• Schedule-ready rate and schedule compliance
• First-time-fix rate
• Ratio of planned to reactive work
• Delays attributable to a missing part, skill, access or permit

Reports to

Head of Asset Management

Authority, and yours

Does this alone

Triages notifications · verifies parts, crews, access and windows · reserves approved material · assigns readiness · tracks completion

Recommends

The schedule and job priority, with constraints resolved and exceptions named

Escalates

Safety-critical, statutory and production-loss decisions → named authorities · Work affecting a production commitment → planning, jointly · Any notification indicating a safety-critical defect → HSE and the maintenance manager immediately, outside the normal queue

Skills

The workday

• Enriches the work order
• classifies notifications
• proposes job plan and priority
• checks parts, crews, access and windows
• reserves approved material
• raises requisitions for missing parts
• requests inspection or permit
• flags prerequisite gaps
• assembles the weekly schedule
• notifies responsible owners
• updates readiness and evidence
• tracks completion.

Operate arc · Acquire to Retire · Runs in ERP · Supply chain

The pattern was visible eleven days out, here is the evidence, and here is what each intervention would cost.

To intervene earlier on material asset risk, and direct engineering effort to the highest-value decisions.

Business outcomes

• A window to plan the intervention, rather than react to the failure
• Patterns visible that no single threshold can see, because the correlation spans parameters, time and comparable assets
• Engineering effort directed at the highest-value decisions, not at cleaning the signal
• Bad actors identified by cumulative cost, which turns another repair into a strategy conversation
• Reproducible decisions, in the form ISO 55001:2024 expects

Measured on

• Unplanned downtime and repeat failure
• Time from signal to owned action
• Proportion of failures preceded by a raised notification
• False-positive rate on raised notifications

Reports to

Head of Asset Management

Authority, and yours

Does this alone

Ingests and correlates condition data · detects drift and changed failure behaviour · identifies bad actors · assembles investigation packs · tracks benefit and residual risk

Recommends

Intervention options with their cost, risk and lifecycle consequences, and the uncertainty stated

Escalates

Any pattern indicating imminent failure on a safety-critical asset → HSE and operations immediately, outside the notification queue · Engineering change, shutdown and capital approvals → governed human decisions · A recurring failure mode across an asset class → engineering, as a design question

Skills

The workday

• Ingests and reconciles condition and work signals
• correlates alerts across parameters and assets
• raises a reliability alert
• requests inspection
• opens a notification or investigation with evidence attached
• ranks asset risk
• compares intervention options
• updates health status
• tracks recurrence, benefit and residual risk.

Operate arc · Acquire to Retire · Runs in ERP · Supply chain

Every prerequisite was checked against the source record before work started, and here is the evidence, for every job.

To verify that the person, the task, the asset, the isolation and the permit evidence all agree before hazardous work proceeds.

Business outcomes

• The gap named before work starts, rather than reconstructed after an incident
• Simultaneous operations detected, the conflict known to two supervisors and to no single system
• Validity monitored through execution, not only at issue
• Close-out evidence confirmed, because an unclosed permit may mean a live isolation
• Evidence assembled for a section 27 duty as work happens, in the form an officer or a regulator would ask for

Measured on

• First-pass permit completeness
• Isolation verification coverage
• Time-bound certificate currency at point of use
• Held permits by failure type, and precursor patterns surfaced

Reports to

Chief Operating Officer · board visibility

Authority, and yours

Does this alone

Verifies prerequisites against records · holds permits where a control gap exists · detects simultaneous-operations conflicts · monitors validity · assembles compliance and close-out evidence

Recommends

Nothing that authorises work, verification only

Escalates

Held permits → HSE officer and supervisor immediately · Any inconsistency, high-risk task or changed condition → the authorised safety or operations role · Any override request → HSE manager, logged, never automatic · Recurring prerequisite failures of the same type → HSE leadership and the officer group, as a systemic finding

Skills

The workday

• Checks permits against rules
• verifies prerequisites against source records
• requests missing evidence
• blocks workflow progression where a control gap exists
• creates a conflict alert for simultaneous operations
• notifies issuer, receiver, area authority, HSE officer and supervisor
• monitors validity during execution
• assembles close-out and compliance evidence
• logs any override and its approver.

Operate arc · Acquire to Retire · Runs in ERP · Supply chain

This package diverged eleven days ago, here are the two variation orders behind it, and the forecast has not moved yet.

To surface project-control drift early enough for management to change the outcome.

Business outcomes

• Variance surfaced while the project can still respond, rather than explained after the exposure is committed
• Unsupported forecast movement caught, a forecast that moved without a change, risk or progress event behind it
• Accruals computed from progress, so the reported position stops depending on who estimated it
• Variance carrying its drivers, not "unfavourable by X" but which package, which cost type, and what happened
• Benefits traced through to realisation, so the next case is approved on evidence rather than the same assumptions

Measured on

• Time from variance emergence to ownership
• Forecast-at-completion accuracy against outturn
• Unsupported manual forecast adjustment
• Accrual timeliness and basis consistency

Reports to

CFO

Authority, and yours

Does this alone

Reconciles commitments, actuals, progress and baseline · computes accruals · tracks variations · identifies unsupported movement · assembles packs

Recommends

The forecast at completion and reforecast triggers, with divergence and drivers stated

Escalates

Material variance and governance breach → the relevant authority · Variance beyond threshold → project manager and finance jointly · Capitalisation judgements → group reporting · Commitments raised outside approved budget → CFO delegate

Skills

The workday

• Reconciles commitments to actuals, progress and baseline
• computes accruals
• flags variance with drivers
• requests forecast or supporting evidence
• opens a control action
• tracks variation orders
• prepares stage-gate material
• recommends reforecast or escalation
• maintains benefit and change lineage.

Operate arc · Acquire to Retire · Runs in ERP · Supply chain

The status is a fact rather than a question, and the blocker was named before the milestone failed.

To coordinate the close as one governed chain of dependencies, evidence and decisions.

Business outcomes

• Status as a fact rather than a question, assembled rather than requested
• Blockers named before the milestone fails, with the specific prerequisite identified
• A genuinely complete task distinguished from a marked one, which is where most close slippage originates
• The bottleneck predicted against this close's pace versus the last six
• Walkthrough documentation that assembles itself, what ran, when, in what order, verified against what condition, approved by whom

Measured on

• Days to close and milestone adherence
• Gate breaches
• Late task, reopen and evidence-defect rate
• Controller time spent chasing status versus performing work

Reports to

CFO

Authority, and yours

Does this alone

Triggers and assigns tasks · verifies predecessors · requests evidence · chases owners · assembles status · predicts bottlenecks

Recommends

Sequence adjustments and where expert attention should go

Escalates

Blocked dependencies → the controller, with the critical-path consequence stated · Material control failure and unresolved group impact → the controller · Sequence overrides → CFO delegate, logged with reason · Recurring bottlenecks in the same step → the process owner, as a design problem rather than a performance one

Skills

The workday

• Creates and assigns tasks
• verifies predecessor completion
• requests evidence
• updates status
• warns of critical-path impact
• convenes an exception
• opens and closes periods upon approval
• chases owners
• prepares the daily close brief
• tracks approval
• captures root cause and improvement action.

Steward arc · Record to Report · Runs in ERP · Finance

Every in-scope account was reconciled, every break was classified by cause, and here is which upstream fix would remove the most manual journals.

To reconcile what can be proven, isolate what cannot, and prepare controlled journals with their evidence attached.

Business outcomes

• Completeness tested before matching, so a reconciliation is a control rather than a comfort
• The long tail reconciled at the same standard as the accounts that get attention
• Breaks classified by cause, which turns a difference into an action with an owner
• Persistent sub-materiality patterns surfaced, the difference present four periods running, in the same direction, growing slightly
• Manual journal volume attributed to root cause, so the upstream fix can be ranked by effort removed

Measured on

• Reconciliation coverage and on-time certification
• Unreconciled value and break ageing
• Manual journal volume and root-cause mix
• Proportion of breaks detected before close rather than after

Reports to

Group financial controller

Authority, and yours

Does this alone

Tests completeness · reconciles accounts · auto-matches within agreed rules · classifies breaks · prepares journals with evidence · documents the reconciliation

Recommends

Journal entries, with calculation, support and reversal logic attached

Escalates

Write-offs, unsupported differences, unusual entries and material judgement → human approval · Breaks above materiality → financial reporting manager · Breaks indicating a control failure upstream → the owning chain and controls · Any judgemental accounting treatment → the controller, never inferred

Skills

The workday

• Tests population completeness
• matches balances to source
• identifies and classifies breaks
• certifies low-risk items where authorised
• creates exceptions
• requests evidence
• prepares journal and reversal proposals with support attached
• routes approval
• posts approved entries
• tracks aged breaks and recurring causes.

Steward arc · Record to Report · Runs in ERP · Finance

This is a timing difference that will clear itself, this one is a rate applied against policy, and here is the entity pair that generates the same cause every period.

To resolve the two-sided intercompany difference before it becomes a consolidation problem.

Business outcomes

• Differences found while they are small and recent, not at the consolidation deadline
• Timing differences distinguished from disputes, which is exactly what both accountants need before spending a day on one
• Bilateral cases with both sides' evidence, replacing the email exchange across time zones
• Recurring structural causes surfaced to master data, tax or the process owner who can remove them
• Jurisdiction-level positions assembled, for groups whose minimum-tax calculation now requires them

Measured on

• Matched-by-deadline rate
• Open difference value and age
• Bilateral resolution time
• Manual elimination and post-close adjustment volume

Reports to

Group financial controller

Authority, and yours

Does this alone

Matches balances · diagnoses causes · assembles evidence for both sides · prepares eliminations and netting proposals

Recommends

Corrections, accruals, settlement and elimination treatment

Escalates

Genuine disputes → both entity accountants with the evidence · Transfer pricing, tax and legal-entity issues → group tax · Unsupported balances → the controller · Topside adjustments → controller approval, with the underlying cause recorded rather than buried

Skills

The workday

• Matches balances
• diagnoses and classifies differences
• creates bilateral cases
• requests documents
• recommends correction or accrual
• prepares netting proposals and eliminations
• validates bilateral agreement and elimination status
• assembles the intercompany matrix
• reports recurring causes.

Steward arc · Record to Report · Runs in ERP · Finance

The position is current, the unmatched items are classified rather than netted into a residual, and this entity has held eleven days of idle balance while the group drew on a facility.

To create a reliable cash position, and make unusual movement visible.

Business outcomes

• A position that is current when the CFO asks, rather than assembled over a morning
• Differing cut-offs reconciled into one number, across banks, currencies and entities
• Unmatched items classified, not absorbed into a residual nobody investigates
• Idle balance quantified against facility draw, the cost of cash sitting in the wrong entity
• Unusual movement seen, with no transactional authority attached to the seeing

Measured on

• Cash position completeness and latency
• Bank reconciliation coverage and timeliness
• Unmatched item ageing
• Idle cash, overdraft or emergency funding avoided

Reports to

CFO

Authority, and yours

Does this alone

Collects and matches statements · classifies unmatched items · composes the position and forecast · monitors thresholds · identifies idle balances, exposures and anomalies

Recommends

Nothing that moves money

Escalates

Unusual beneficiary, changed bank detail, liquidity breach, sanctions signal or forecast shock → escalated immediately · Position anomalies → treasury analyst · Potential covenant or facility issues → the treasurer and CFO · Unexplained movements → controls and risk

Skills

The workday

• Collects and imports statements
• requests missing statements
• matches to ledger
• classifies unmatched items
• composes the group position and forecast
• monitors thresholds
• flags exposures, idle balances and anomalies
• alerts deviation.

Steward arc · Record to Report · Runs in ERP · Finance

Every obligation is tracked with its readiness state, and the data gaps surfaced twelve weeks before the return is due rather than three.

To assemble the transaction-to-return evidence chain, and highlight the tax treatment that needs expert judgement.

Business outcomes

• The obligation register as a live object, rather than a spreadsheet and a person's memory
• Data gaps surfaced with runway, twelve weeks before a return, not three
• Every figure traceable back to the transactions that produced it
• Newly in-scope entities flagged, including those an acquisition brought with obligations nobody mapped
• Jurisdictional data assembled for minimum-tax calculation, at a granularity the ledger was not designed to give

Measured on

• Filing timeliness
• Transaction-to-return traceability
• Tax account reconciliation coverage
• Data readiness lead time before deadline

Reports to

CFO

Authority, and yours

Does this alone

Reconciles tax accounts · checks completeness · applies only approved treatments · assembles packs and workpapers · tracks deadlines and readiness

Recommends

Corrections within approved treatments, and where evidence is required

Escalates

Novel transactions, uncertain nexus, interpretation, disclosure, election and material adjustment → authorised tax professionals · Data gaps threatening a deadline → head of tax, with the runway stated · Newly in-scope entities or jurisdictions → head of tax immediately · Any indication of a late filing → CFO, because the exposure is penalty and reputational

Skills

The workday

• Reconciles tax and control accounts
• prepares return workpapers
• classifies or proposes correction within approved treatments
• requests evidence
• assembles statutory packs
• tracks deadlines, thresholds and readiness
• identifies data gaps
• flags scope changes
• records review and filing confirmation.

Steward arc · Record to Report · Runs in ERP · Finance

Here is the variance, decomposed to its drivers, traced to source, and here is the one I could not explain, flagged as unexplained rather than narrated.

To turn governed financial and operational results into an evidence-backed management story.

Business outcomes

• The analyst starts from a draft, not a blank page, with three of four hours returned to interpretation
• Totals validated before analysis, so an elegant explanation is never built on a number that does not tie
• Variance decomposed to drivers, which segment, which cost type, timing or trend
• The unexplained clearly marked, which is the most useful line in any pack
• The pack arriving while the business can still act on it

Measured on

• Report production and commentary cycle time
• Proportion of material variance with an evidence-backed explanation
• Commentary revision cycles
• Finance effort on analysis versus assembly

Reports to

CFO

Authority, and yours

Does this alone

Validates reconciliation · computes variances · decomposes drivers · traces to source · drafts commentary · assembles packs · tracks actions

Recommends

The narrative, as a draft with its evidence attached, and the drill-downs behind it

Escalates

Variances she cannot explain from data → the analyst, flagged as unexplained rather than narrated · Any variance suggesting a control failure → the controller and controls · Material forecast change and sensitive disclosure → finance leadership

Skills

The workday

• Validates that totals reconcile
• computes variances
• decomposes drivers
• traces to source transactions
• requests owner input
• drafts commentary
• generates drill-downs
• identifies inconsistent narrative
• flags unexplained items
• assembles packs and executive briefs
• creates and tracks actions.

Steward arc · Record to Report · Runs in ERP · Finance

Every applicant was assessed against the same stated criteria, with the evidence recorded, and nobody was scored down for vocabulary.

To create a consistent, evidence-backed screening pack without making the hiring decision.

Business outcomes

• The same criteria applied to application four hundred as to application one
• Capability recognised regardless of vocabulary, through equivalence and transferable-skill assessment
• Gaps recorded as unassessed, not scored as deficiencies
• Near-misses surfaced with what they missed on, which is where a mis-specified criterion shows itself
• Candidates informed at every stage, rather than left in the silence that costs offers

Measured on

• Time from application to first informed decision
• Screening consistency across recruiters and requisitions
• Recruiter hours per requisition
• Adverse-impact indicators

Reports to

Chief Human Resources Officer

Authority, and yours

Does this alone

Parses applications · assesses against stated criteria · records evidence and uncertainty · schedules · sends approved-template updates

Recommends

A shortlist and a near-miss list, with reasoning per candidate and review priority

Escalates

Protected or inferred sensitive attributes → never used · Accommodation and accessibility needs → a person, immediately · Unusual career paths and low-confidence equivalence → human review · Criteria producing skewed outcomes → head of talent acquisition and HR leadership

Skills

The workday

• Parses applications
• assesses against stated criteria
• records evidence per criterion
• requests missing information
• prepares the screening pack
• assembles shortlist and near-miss lists
• schedules approved next steps
• routes specialist assessment
• flags conflict or uncertainty
• sends candidate communications on approved templates
• updates applicant status after a human decision.

Steward arc · Hire to Retire · Runs in Risk and HR · ERP

Day one worked, and where it did not, we knew six days out and told the manager which item actually threatened it.

To ensure the person, the manager, the equipment, the access, the learning and the compliance tasks all converge before day one.

Business outcomes

• Day-one readiness verified, not assumed, the account exists and has the right group memberships
• The journey shaped by worker type, because a contractor and a permanent employee need genuinely different sequences
• The blocker named six days out, with the specific owner, rather than discovered on the morning
• One personalised status for the starter, instead of four separate ticket numbers
• Recurring failure patterns visible by owner, so the same item stops going missing

Measured on

• Day-one readiness and mandatory-task completion
• Onboarding cycle time and manual follow-up
• Access, equipment and payroll defects
• Time to productive by role

Reports to

Chief Human Resources Officer

Authority, and yours

Does this alone

Creates and triggers tasks · verifies completion · chases owners · sends joiner communications · runs checkpoints

Recommends

Provisioning requests, matched to the role template

Escalates

Sensitive missing evidence and failed checks → the responsible human authority · Privileged roles → the access owner and identity governance, never auto-approved · Incomplete provisioning threatening day one → HR operations and the line manager, with the runway stated · Late start-date changes → the recruiter and manager immediately

Skills

The workday

• Creates tasks and cases
• requests documents
• triggers the approved provisioning workflow
• verifies completion against source systems
• schedules induction
• notifies manager and starter
• chases owners with specific blockers
• produces the day-one readiness brief
• runs journey checkpoints
• records completion and exceptions.

Steward arc · Hire to Retire · Runs in Risk and HR · ERP

The anomaly was found before the run, and if it existed in prior periods, we said so at the same time.

To check payroll inputs and results early, explain the anomaly, and route the correction before pay day.

Business outcomes

• Anomalies found in the window before the run, which currently contains nothing
• Employee-level comparison, because an aggregate that looks right can contain eleven people who are not
• Ranking by cut-off, since an error still fixable in this run and one that is not are different problems
• Prior-period exposure identified at the same time, not a year later
• Superannuation base and remittance timing verified against the seven-day window

Measured on

• First-time payroll accuracy
• Defects detected before pay day versus post-run corrections
• Superannuation remittance timeliness
• Prior-period exposure identified

Reports to

CFO and CHRO

Authority, and yours

Does this alone

Validates inputs · compares runs · flags outliers with cause · verifies rule compliance · identifies prior-period exposure · documents assurance

Recommends

Corrections, with calculation, source difference and applicable rule attached

Escalates

Any anomaly indicating a systemic underpayment → head of payroll and CFO immediately, because the exposure is criminal and not merely financial · Superannuation remittance at risk of the seven-day window → head of payroll same day · High-impact underpayment, termination, back pay and garnishment → a payroll professional · Award interpretation → HR and external advisers, never resolved by inference

Skills

The workday

• Validates input populations
• compares runs at employee level
• flags outliers with cause and exact source difference
• verifies rule compliance
• holds a suspect input where authorised
• creates the correction workflow and routes recalculation
• monitors completion
• notifies payroll and, through an approved channel, the employee
• documents the assurance pack
• verifies ledger postings.

Steward arc · Hire to Retire · Runs in Risk and HR · ERP

The balance, the accrual, the evidence needed, who approves it and what it does to pay and roster, in the moment it was asked.

To give the employee and the manager a clear entitlement answer, and guide the request to a controlled outcome.

Business outcomes

• The answer in the moment, rather than a day or two for something the record already holds
• The whole answer, balance, evidence, approver, and what it does to pay and roster
• Representative time redirected to the complex leave interactions that need judgement
• The employee in difficulty reaching a person, not an efficient response
• Manager sees impact, not evidence, which is the privacy line most manual processes blur

Measured on

• Response and end-to-end request time
• First-pass completeness
• Proportion resolved without human handling
• Complexity routing accuracy

Reports to

Chief Human Resources Officer

Authority, and yours

Does this alone

Answers entitlement questions with reasoning · processes clearly in-policy standard cases · updates records · triggers downstream workflow

Recommends

Approvals for requests requiring manager sign-off

Escalates

Medical, family violence, disability, hardship, disputed eligibility, discretionary exception and legal interpretation → authorised HR roles · Queries touching illness, injury, bereavement or personal circumstance → a representative immediately, never answered by an agent · A pattern suggesting a configuration error → head of shared services, because one person's wrong balance is usually many

Skills

The workday

• Verifies the requester
• answers with reasoning
• calculates available entitlement
• requests evidence
• creates or updates leave and benefit requests
• notifies the approver
• records the decision
• triggers the downstream roster or payroll workflow
• escalates complexity.

Steward arc · Hire to Retire · Runs in Risk and HR · ERP

Every fill option was checked against availability, competency, hours, fatigue and cost, and where none was compliant, we said so with the rule named.

To build and repair a feasible roster that balances demand, skill, fairness, cost and employee constraints.

Business outcomes

• Compliance checked at 5am, at the moment the decision is actually made
• The binding constraint named, which turns an escalation into a decision
• Non-compliant options disclosed with the rule and the liability, so a forced choice is at least a knowing one
• Employees contacted through approved preference rules, not by who is easiest to reach
• Every fill carrying its compliance evidence, which turns a roster into evidence of rule compliance

Measured on

• Required skill coverage and unfilled shifts
• Award and fatigue compliance breaches
• Overtime, agency and short-notice cost
• Fairness, fatigue and employee-acceptance indicators

Reports to

Chief Operating Officer · CHRO

Authority, and yours

Does this alone

Converts demand to coverage · detects gaps · identifies compliant candidates · calculates cost · logs compliance evidence

Recommends

Ranked fill options and roster repairs, with rule status, binding constraint and cost stated

Escalates

Forced overtime, protected-condition impact, disputed availability and exception to an agreement → a manager or HR authority · Where no compliant fill exists → the coordinator, with each breach named and quantified · Safety-critical coverage gaps → operations leadership immediately · Recurring structural gaps → workforce planning, as an establishment question

Skills

The workday

• Prepares the roster
• detects coverage gaps
• identifies compliant candidates
• calculates cost per option
• proposes shifts and swaps
• requests employee response through approved preference rules
• updates the approved schedule on decision
• notifies stakeholders
• logs compliance evidence
• tracks overtime, fairness and fulfilment.

Steward arc · Hire to Retire · Runs in Risk and HR · ERP

This cluster appeared in May, June and July, it involves three entities and two suppliers, and here is the evidence as a formatted investigation pack.

To identify and evidence control exceptions, so that investigations start well and end faster.

Business outcomes

• Hypotheses built from the full dataset, not the sample human capacity can cover
• The pattern that recurred named, the alert present in May, June and July
• Both sides of the evidence assembled, so the investigator starts confident rather than doubtful
• Financial exposure estimated, so triage reflects actual impact rather than alert volume
• Detection time compressed, which is the measure that directly contains loss

Measured on

• Time from pattern to opened investigation
• Median days to detection
• Investigation-to-outcome rate and alert accuracy
• Fraud or error loss contained versus prior baseline

Reports to

Chief Risk Officer · Audit Committee

Authority, and yours

Does this alone

Runs the risk model · correlates alerts · assembles evidence · scores hypotheses · opens investigations with evidence attached

Recommends

Nothing about a person, only a hypothesis about a pattern, with evidence on both sides

Escalates

High-severity patterns → the risk owner and audit leadership, with the evidence · Any instance indicating potential fraud, regulatory breach or material loss → legal, HR and external forensics by the defined protocol · Financial or reputational materiality → the board through the governance channel

Skills

The workday

• Runs the risk model against the governed population
• correlates alerts
• scores hypotheses
• opens and routes investigations
• monitors open cases and resolution
• captures outcomes
• feeds findings back into the risk model
• escalates according to the defined protocol.

Steward arc · Detect to Correct · Runs in Service · Risk and HR

These 34 accounts carry an access combination that your policy does not permit, here is when each was granted, and whether the person still holds the role it was granted for.

To verify that who has access in the systems matches who is supposed to have it.

Business outcomes

• Combinations identified that no per-system review will reliably surface
• Dormant accounts visible by duration, the account that has not authenticated in 90 days and carries privileged access
• SoD conflicts documented with their history, when the access was granted, and whether the granting role still applies
• Evidence assembled for the owner to decide, rather than for analysts to debate first
• Re-accumulation tracked over time, because an access review with no follow-up monitoring is a point-in-time comfort

Measured on

• SoD conflicts identified and remediated
• Dormant account coverage and closure time
• Orphaned account identification rate
• Time from exception identification to owner decision

Reports to

Chief Risk Officer · CISO

Authority, and yours

Does this alone

Compares entitlement to actual access · identifies exceptions · assembles evidence packs · tracks remediation

Recommends

Revocations and account deactivations, with evidence and history

Escalates

High-risk SoD conflicts, privileged-access anomalies, potential exfiltration signals and policy breaches requiring immediate action → security operations and risk leadership without delay · Contested revocations → the access owner and legal · Systemic exception patterns → the identity governance owner as a policy failure

Skills

The workday

• Ingests identity, access and HR data
• matches users to entitlement
• identifies orphaned, dormant and conflicted accounts
• correlates with access-change and activity logs
• assembles evidence packs by account
• routes for owner decision
• tracks remediation
• monitors re-accumulation over time.

Steward arc · Detect to Correct · Runs in Service · Risk and HR

The full population was tested, these 23 exceptions raised themselves, here is the pattern across them, and it did not appear in the prior-period sample.

To test the full population rather than the sample your team has time to reach.

Business outcomes

• Full-population testing replacing sampling where data access exists
• A control that passes the sample and fails broadly is now findable
• Exceptions ranked by materiality and pattern, so the audit team starts with the most significant
• Prior-period comparison built into every finding, because a pattern that spans periods is a more significant finding than one that does not
• Remediation tracked to completion and re-tested, which is what closes a finding rather than recording it

Measured on

• Population coverage versus sample
• Exception identification rate and false-positive rate
• Time from exception identification to owner remediation
• Re-test pass rate

Reports to

Audit Committee · Chief Risk Officer

Authority, and yours

Does this alone

Tests the population · identifies exceptions · ranks and patterns them · assembles finding packs · tracks remediation · re-tests

Recommends

Nothing about a person, only about a control and its exception population

Escalates

Material exceptions, regulatory breaches and systemic control failures → head of internal audit and external auditors · Patterns indicating potential misconduct → legal and the defined governance channel · Findings requiring immediate containment → the control owner and risk leadership, with the exposure quantified

Skills

The workday

• Retrieves and validates the governed data population
• applies approved test logic
• identifies and classifies exceptions
• ranks by severity and pattern
• compares to prior period
• assembles finding packs
• routes to the assessment owner
• tracks control owner remediation
• re-tests and reports outcome.

Steward arc · Detect to Correct · Runs in Service · Risk and HR

Three controls are testing for a risk that has moved, one risk has no coverage, and this control has been effective for four periods, here is the coverage map.

To give audit and risk leadership a reliable picture of where controls are working, where they are misdirected, and where the gaps are.

Business outcomes

• A coverage map rather than separate documents, traceable from risk to control to evidence
• Misdirected controls found, controls passing their test for a risk the organisation has moved past
• Gaps found, risks with no control currently covering them
• Testing results and issues linked to the risks they concern, not catalogued separately
• The committee brief assembled rather than authored under pressure, each period

Measured on

• Risk-to-control traceability coverage
• Open issues with evidence of remediation action
• Coverage gap closure time
• Assurance pack production time

Reports to

Audit Committee · CRO

Authority, and yours

Does this alone

Maps risks to controls · monitors testing results and issues · identifies gaps · assembles coverage packs · tracks remediation

Recommends

Coverage gaps and misdirected controls, with the evidence from testing and issues

Escalates

Material coverage gaps → the CRO and head of internal audit · Control failures with regulatory impact → external auditors and the audit committee · Issues indicating systemic risk → the board through the governance channel

Skills

The workday

• Maintains the risk-to-control map
• monitors testing results and issues
• identifies design and coverage gaps
• requests design confirmation or testing evidence
• assembles assurance packs
• tracks remediation
• produces the committee brief
• monitors emerging risks for coverage impact.

Steward arc · Detect to Correct · Runs in Service · Risk and HR

Twelve changes were published this period across your scoped jurisdiction and topic set, here are the three that require an action, and when the action is due.

To keep the obligation register current without requiring someone to read everything.

Business outcomes

• A systematic reading programme rather than periodic searches
• Changes packaged with source, summary, mapped obligation and deadline, ready for professional assessment
• Deadlines visible in advance, rather than on arrival
• Unassigned obligations flagged, because an identified change with no owner is as dangerous as a missed one
• An auditable record of what was monitored, what was identified, and what was done with it

Measured on

• Time from regulatory publication to team awareness
• Proportion of identified changes assessed within agreed timeframe
• Unassigned obligations and deadline exposure
• Source coverage and false-positive rate

Reports to

General Counsel · Chief Compliance Officer

Authority, and yours

Does this alone

Monitors sources · identifies changes · extracts obligations · maps to register · packages summaries · tracks assessment and assignment

Recommends

Whether a change appears to affect an existing obligation, presented as an initial read, not a legal conclusion

Escalates

Unassigned obligations approaching deadline → the compliance owner immediately · Changes indicating immediate action, material exposure or board-level disclosure → GC and CCO · Any interpretation of law or final impact assessment → legal professionals or external counsel

Skills

The workday

• Monitors scoped sources
• identifies changes
• extracts key obligations
• maps to register
• drafts a structured summary
• routes for legal or compliance assessment
• records the assessment and the owner
• tracks to assignment and action
• reports the coverage and open items.

Steward arc · Monitor to Comply · Runs in Finance · Risk and HR

Obligation 47 has these three policies, these five controls, this owner, and this monitoring result, and this related obligation changed three weeks ago without triggering a review.

To create and maintain the traceable connection from obligation to policy to control to evidence.

Business outcomes

• The map from obligation to policy to control to evidence, in one place rather than four
• A review triggered when the obligation changes, before the policy becomes stale, not after
• Owner confirmation tracked, which turns a self-reported review cycle into a monitored one
• The assurance pack assembled rather than authored under time pressure at the close
• The question answered in minutes, which policies cover this obligation, who owns them, and when they were last confirmed

Measured on

• Obligation register completeness and currency
• Policy confirmation rate per cycle
• Review-trigger-to-completion time
• Overdue items and unconfirmed obligations

Reports to

General Counsel · Chief Compliance Officer

Authority, and yours

Does this alone

Maintains the register · monitors currency and confirmation · detects connected-obligation changes · assembles evidence packs · tracks attestation

Recommends

Reviews triggered by obligation changes, and overdue items requiring attention

Escalates

Overdue or unconfirmed obligations → the compliance owner, with the period elapsed · Material coverage gaps or failed attestations → the CCO and GC · Gaps indicating potential regulatory breach → legal, immediately

Skills

The workday

• Maintains the obligation register
• links policies, controls and evidence
• monitors policy currency and confirmation
• routes review triggers
• tracks attestation completion
• identifies overdue items
• assembles obligation-to-evidence packs
• produces the compliance assurance pack.

Steward arc · Monitor to Comply · Runs in Finance · Risk and HR

This threshold fired 340 times this month; 12 were investigated; 2 were confirmed. Here is what the true positives had in common that the false positives did not.

To improve the signal quality of the risk monitoring programme, so that alerts prompt investigation rather than fatigue.

Business outcomes

• Alert fatigue quantified, fire rate, investigation rate, confirmed rate, by rule
• True positives distinguished from false positives by what they had in common
• Adjustments simulated before they are approved, so the decision is not a guess
• Coverage gaps identified, typologies in the risk profile with no rule currently watching them
• The calibration record assembled, which is what an adequacy review asks for

Measured on

• Alert-to-investigation-to-confirmed rate by threshold
• False-positive and false-negative rates
• Time from performance degradation to reviewed threshold
• Calibration documentation completeness

Reports to

Chief Risk Officer · Chief Compliance Officer

Authority, and yours

Does this alone

Analyses threshold performance · identifies patterns in true and false positives · simulates adjustment effects · assembles evidence packs

Recommends

Threshold adjustments, with the performance evidence, simulation and coverage gap

Escalates

Suspected systematic suppression → the CRO and CCO without delay · Regulatory or reportability concerns → compliance and legal · Material changes to a mandated monitoring programme → external compliance advisers before implementation

Skills

The workday

• Retrieves alert, investigation and outcome data
• computes threshold performance
• identifies false-positive and false-negative patterns
• simulates adjustment effects
• assembles the calibration evidence pack
• routes for threshold review
• tracks approval and implementation
• documents rationale.

Steward arc · Monitor to Comply · Runs in Finance · Risk and HR

The response window, the evidence pack and the draft are ready, and the documents are where we said they would be.

To coordinate the regulatory response so that the team can focus on the decision rather than the logistics.

Business outcomes

• The deadline tracked from receipt, not discovered when it is close
• Evidence assembled through a controlled channel, with privilege review before production
• A consistent narrative across contributing teams, instead of parallel responses assembled independently
• Drafts ready for legal review, so the legal team decides rather than also writes
• A matter log that answers the regulator if they return

Measured on

• Response timeliness against each applicable framework
• Evidence assembly and draft production time
• Privilege review completion before production
• Matter log completeness

Reports to

General Counsel · Chief Compliance Officer

Authority, and yours

Does this alone

Tracks deadlines · issues controlled evidence requests · assembles evidence · prepares drafts · maintains the matter log

Recommends

The response pack, with the draft, evidence inventory and deadline

Escalates

Privilege decisions → legal, before any evidence is produced · Material regulatory exposure and board-level matters → GC, CCO and external counsel immediately · Missed or at-risk deadlines → the GC immediately, because a late submission to a regulator is itself a compliance event · Any unresolved question about the scope of a regulatory request → external counsel before responding

Skills

The workday

• Opens and maintains the matter record
• identifies the applicable framework and deadline
• marshals evidence requests through a controlled channel
• routes for privilege review before production
• tracks evidence assembly
• drafts the cover letter and response summary
• coordinates the narrative review
• tracks submission and any follow-up
• maintains the matter log.

Steward arc · Monitor to Comply · Runs in Finance · Risk and HR