Finance & Risk

Finance and risk work with evidence attached

Bring finance, audit, treasury, insurance, and internal operations into one evidence-backed workflow layer for reconciliations, reporting, risk review, and operational decisions.

Compare Solutions

Built For

Finance teams

Controllers

Treasury teams

Audit and assurance teams

Insurance and risk teams

Operations leaders

Problems It Replaces

Financial records, settlements, invoices, statements, claims, and reports sit across too many tools

Teams spend too much time reconciling numbers before they can make decisions

Audit, risk, treasury, and insurance reviews require evidence that is hard to assemble quickly

Leaders need clearer visibility into cash movement, exceptions, obligations, and operating performance

Outcomes

What teams get back

Outcomes are tied to live documents, auditable records, and agent workflows rather than disconnected one-off tools.

Unify financial evidence from statements, payment rails, spreadsheets, invoices, policies, and internal systems

Produce review-ready reports, reconciliations, exception lists, and operational summaries

Surface risks, anomalies, missing evidence, delayed settlements, and control gaps earlier

Keep every number, claim, and recommendation connected to source records

Workflow map

How the operating system works

Domain agents, grounded retrieval, and live outputs are mapped to the way this team actually works.

Finance records and reporting

Step 1

Statement, invoice, receipt, settlement, and spreadsheet ingestion into structured records
Revenue, payout, cash position, expense, and claims summaries with source links
Monthly management packs, board updates, audit schedules, and internal reports generated from evidence
Composer outputs that can be reviewed, edited, approved, and kept current as records change

Risk, reconciliation, and assurance

Step 2

Reconciliation agents for bank statements, M-Pesa, Paybill, Paystack, invoices, payouts, and ledgers
Exception review for missing settlements, duplicate transactions, unusual movements, and policy breaches
Audit and insurance review packs that connect conclusions to records and supporting documents
Treasury views for cash movement, payment channel performance, obligations, and liquidity signals

Concrete Workflows

Specific operational work this vertical can move into live documents and agent-assisted execution.

Reconcile M-Pesa, Paybill, Paystack, card, bank, invoice, and payout records

Generate monthly finance reports, board packs, management summaries, and variance notes

Trace reported figures back to source statements, receipts, invoices, and ledgers

Detect duplicate transactions, delayed settlements, missing payouts, and unusual cash movements

Review claims, policyholder payments, premiums, and supporting evidence for insurance operations

Prepare audit schedules, workpapers, and exception lists from structured financial records

Monitor cash positions, obligations, settlements, and short-term liquidity signals

Validate expense reports, vendor payments, payroll runs, and internal approvals

Create source-linked risk summaries for leadership, auditors, insurers, and operating teams

Keep finance and risk outputs live as new payments, files, or reconciliations arrive

Regulatory Alignment

Financial reporting and internal control requirements

Audit evidence and documentation standards

Insurance claims, underwriting, and fraud review policies

Payment, settlement, data protection, and governance requirements

Proof Points

Condenses finance, audit, treasury, insurance, and internal operations into one clearer story.

Prioritizes impact: cleaner records, faster reviews, fewer blind spots, and better decisions.

Keeps financial outputs reviewable by linking every conclusion back to evidence.

Finance & Risk

Ready to modernize finance & risk workflows?

See how live documents, AI agents, and auditable records can fit your team’s operating model.

Back to Solutions