Finance teams

Parses invoices, performs deterministic three-way matching, classifies discrepancies, runs duplicate and fraud checks including vendor bank-change verification, and prepares payment proposals for human approval. Never pays.

Moves: Duplicate-payment detection recall

Computes aging, scores payment risk, drafts policy-compliant dunning sequences, detects disputes and excludes them automatically, reconciles receipts, and reports DSO trend. No threats or legal assertions.

Moves: Days sales outstanding

Computes per-engagement margin, utilisation, burn against the SOW baseline, and revenue leakage with evidence, feeding comparables back to estimation and proof points to case studies. Never rendered client-facing.

Moves: Revenue leakage identified

Builds rule checklists with jurisdiction and effective date, flags gaps, summarises regulatory changes, and assembles documentation. Explicitly not legal or tax advice; abstains where jurisdiction is unclear.

Moves: Cited checklist coverage

Assembles and tracks operating budgets from historicals and drivers, with scenario templates, an assumptions log, and a variance-ready workbook. Every figure traces to a ledger source or a stated assumption.

Moves: Budget build cycle time

Driver-based and statistical forecasts with scenarios, sensitivity, confidence bands, and backtest error reported on every run. Never presents a point estimate without a band.

Moves: Forecast accuracy

Computes actual-vs-plan variances with materiality thresholds, attributes drivers (price/volume/mix/timing/one-off), and drafts commentary with ledger citations on every line.

Moves: Material variance explained

Suggests transaction classifications with rationale, detects duplicates and anomalies deterministically, proposes journal entries, and supports reconciliation. Cannot post — no posting capability exists in code.

Moves: Classification precision

Orchestrates the close checklist with owners, dependencies, and chasing; identifies reconciling items; assembles schedules; drafts statement narratives. Never marks a task complete on a human's behalf.

Moves: Days to close

Consolidates cash position, produces a 13-week rolling forecast and liquidity stress scenarios, and alerts on thresholds with the computed value stated. No fund movement capability.

Moves: 13-week cash forecast accuracy