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5. Financial Performance

What this flow tells you​

The truth ledger. Every other flow eventually settles into this one — revenue from order-to-cash, costs from procure-to-pay, capacity cost from operations, salaries from people. If the other flows lie, this flow surfaces the lie eventually. The job is to compress "eventually" toward "now."

Data sources​

  • Revenue and margin — by product, customer, channel, region, cohort; MRR/ARR for subscriptions
  • Cost flows — COGS, operating expenses, project costs, cost allocations, capitalised vs expensed
  • Cash and risk — cash position, covenants, FX, credit exposure, working capital, runway
  • Unit economics — CAC, LTV, payback period, gross margin per customer / SKU / cohort
  • Treasury — bank balances, wallet balances, stablecoin holdings, yield positions, multi-sig state

Decision gates​

  • Post or hold transaction — does this entry reconcile, match policy, fit the chart of accounts? Owner: AP/AR + accounting agent.
  • Period close — month-end, quarter-end: all flows posted, reconciliations clean, accruals booked. Owner: controller.
  • Capital allocation — invest / pay-down / distribute / hold. Owner: CFO + board (per futarchy markets where used).
  • Risk action — covenant near-breach, FX exposure spike, credit downgrade — trigger hedge or unwind.

AI capabilities required​

  • Action — post journal entries, run reconciliations, generate reports, execute hedges within policy.
  • Perception — anomaly detect on margin, cost lines, cash flow; flag suspicious patterns.
  • Decision — categorise transactions, allocate costs, suggest accruals.
  • Memory — full ledger history; deferred revenue and prepaid expense schedules; covenant tracking.
  • Escalation — anything outside policy, anything anomalous, anything that crosses a board-reserved threshold.

Crypto-rail instruments​

  • On-chain GL reconciliation — when bank, card, and wallet transactions are reconciled in one ledger, period close compresses from days to minutes.
  • Stablecoin treasury — diversified across USDC + USDT + DAI; on-chain visibility for board reporting.
  • Multi-sig wallet — payment authority distributed; signed transactions are the audit trail.
  • Futarchy capital-allocation markets — bet on outcomes, allocate by market price; replaces committee deliberation with priced predictions.
  • On-chain receipt — every state-changing finance action emits a receipt per the agent receipt schema; the receipt IS the audit trail.

Gauge​

Cash runway in months, refreshed daily. Single most-load-bearing number in any business. Trend matters more than level; falling runway with no recovery plan is the kill signal below.

Kill signal​

Cash runway < 90 days AND no funded recovery plan OR margin trend down two consecutive quarters with no corrective action OR a financial covenant within 30 days of breach. Any one triggers a board-level pivot.

Skill coverage​

Shipped: gl-recon — GL reconciliation including on-chain transactions. gsheet-model-audit — three-statement model integrity. model-builder-excel — full three-statement build. valuation-dcf / valuation-comps / valuation-lbo — valuation methods. icp-cfo-review — CFO cold read of financial-impact pages.

Green-field: real-time financial-close composite (month-end as a pipeline, not a project); on-chain treasury rebalancer with policy-as-code; futarchy-driven capital allocation runner; covenant-monitoring agent with auto-hedge.

Full matrix: skills-matrix.

Upstream / downstream​

5P slice​

5P inspection: Principles (truth over comfort), Performance (runway + margin trend), Platform (GL + treasury + wallet + market-data + AI agent), Process (record → reconcile → report → decide), Players (controller + CFO + AI agent on action and perception + board on escalations).