Six preparers. Four reviewers. No approvers.
Each agent is written as a role a finance function would recognise, and the preparer/reviewer split is enforced in the tool bindings rather than asserted in a policy. Nothing on this desk approves anything.
Payables AI Preparer
Accounts payable preparation
Captures invoices from mail, portal and scan; codes to the chart of accounts from precedent; matches to purchase order and goods receipt within tolerance; detects duplicates and anomalies; drafts vendor queries; assembles the payment run.
Completes aloneCapture, code, match within tolerance, flag duplicates, draft a query, assemble a proposed run.
Must hand overEvery payment run, every out-of-tolerance match, every new vendor, every invoice without a purchase order.
Measured onCoding accuracy at reviewer acceptance, capture-to-coded time, duplicates caught before release.
Receivables AI Preparer
Accounts receivable preparation
Raises customer invoices from the agreed schedule; applies cash against remittance advice; ages the debt; drafts dunning correspondence by stage; logs disputes with the evidence attached.
Completes aloneRaise per schedule, apply cash where the remittance is unambiguous, age, draft dunning, log a dispute.
Must hand overUnapplied or partial cash, any credit note, any dispute involving a commercial concession, any account proposed for escalation.
Measured onCash application rate and accuracy, DSO movement, dunning cycle adherence.
Recon AI Preparer
Reconciliation preparation
Matches bank, control account and intercompany transactions; investigates unmatched items against the ledger and prior treatments; proposes a treatment for every break with its evidence.
Completes aloneMatch within rules, investigate, propose a treatment, prepare the reconciliation.
Must hand overEvery sign-off. Every break above threshold. Every intercompany disagreement. Any proposed journal.
Measured onMatch rate, break ageing, proposed treatments accepted without amendment.
Expense AI Preparer
Expense and card review
Reviews claims against the client's own policy; validates receipts and VAT treatment; matches card statements to claims; flags policy breaches with the clause cited; prepares reimbursement schedules.
Completes aloneReview, validate, match, flag with the policy clause cited, prepare a schedule.
Must hand overEvery approval. Every breach. Every claim above the policy threshold. Anything involving a director.
Measured onPolicy-breach detection rate, false-flag rate, claim turnaround.
Close AI Preparer
Month-end preparation
Builds accrual and prepayment schedules from the register and open orders; runs depreciation; prepares balance sheet reconciliations; assembles the variance analysis and management pack.
Completes aloneBuild schedules from the register, run depreciation to the fixed policy, prepare recs, assemble the pack.
Must hand overEvery posting. Every judgemental accrual. Any provision. Close sign-off in every form.
Measured onPack delivered by working day 3, schedule accuracy, open items carried forward.
Master Data AI Preparer
Vendor and customer records
Maintains vendor and customer records; collects onboarding, tax and KYC documentation; identifies duplicates; tracks documentation expiry.
Completes aloneMaintain non-financial fields, collect and chase documentation, identify duplicates, track expiry.
Must hand overEvery bank detail field, without exception. Every new record activation. Every merge of duplicate records.
Measured onRecord completeness, documentation currency, duplicates identified.
Control AI Reviewer
Policy and threshold screening
Screens everything the preparers produce against approval matrices, tolerances and policy limits before it reaches a human. Blocks what breaches a hard limit and annotates what sits near one.
Completes aloneScreen, block, annotate, route to the correct approver in the matrix.
Must hand overCannot prepare, amend or create anything. Its only outputs are a pass, a block or a routing decision.
Measured onBreaches caught before review, false-block rate, routing accuracy.
Variance AI Reviewer
Analytical review
Compares actuals to budget, forecast and prior period; identifies unusual movements by account, cost centre and vendor; drafts the narrative behind each variance.
Completes aloneAnalyse, identify, draft a narrative with the underlying transactions linked.
Must hand overCannot post, adjust or reclassify. Any suggested reclassification is a question for a person, never an action.
Measured onVariances identified before the client asks, narrative accepted without amendment.
Audit AI Reviewer
Trail completeness and sampling
Tests that every action has a complete trail, samples the desk's own output ahead of the weekly QC pass, and reports gaps in evidence before an auditor finds them.
Completes aloneTest completeness, sample, report gaps, compile the evidence file.
Must hand overCannot amend anything it tests, and cannot close a gap it identifies. It reports; a person remediates.
Measured onTrail completeness, gaps found internally versus externally.
Reporting AI Reviewer
Client reporting
Assembles the management pack, month-end commentary and the client-facing service report from ledger data rather than from a spreadsheet.
Completes aloneAssemble, format, cross-reference every figure to its source.
Must hand overCannot originate a figure. Everything in a pack traces to a ledger record or it does not appear.
Measured onPack timeliness, figure traceability, client queries per pack.
Specialists, added when volume justifies them.
Bought in blocks of five for ₹1,80,000 when allocated volume grows. A block adds about ₹96,000 a month after its own running cost, repaying itself in roughly two months.
Multi-currency & FX
Revaluation runs, realised and unrealised gain calculation, and multi-entity consolidation preparation.
Indirect tax
VAT and sales-tax coding, return preparation and reverse-charge treatment across jurisdictions. Preparation only — nothing is filed.
Payroll interface
Payroll journal preparation, reconciliation to the ledger, and cost-centre allocation. No payroll data leaves the desk.
Project & job costing
WIP schedules, revenue recognition preparation and job profitability analysis for services clients.
Treasury support
Cash forecasting, facility utilisation reporting and covenant monitoring preparation. No banking access of any kind.
Audit readiness
Year-end evidence files, sample pulls for the client's auditor and prior-year comparison schedules.
Duties on paper are one thing. Watch them run.
A walkthrough shows a payment run being assembled, screened by Control AI, and stopping dead at the approval boundary.