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ECONOMIC VALUE CONTROL · TREASURY / CASH / WORKING CAPITAL

Cash risk, surfaced as it forms.

Today, cash positions roll up on a calendar and DSO risk surfaces after receivables age. In Future Finance, the same work runs as a governed loop — exposure detected as it forms, sized, routed to an owner, and proven against cash that actually arrived.
LEARNING RETURN 01 SIGNAL dispute forms · receivable ages 02 EXPOSURE cash timing at risk · sized 03 CHOICE escalate · restructure · route 04 OWNER ACTION collections · AR · account owner 05 OUTCOME did the cash arrive sooner? EVIDENCE GATE 06 · VALUE PROOF cash validated against baseline — or downgraded The governed loop, cast for Treasury — the same circuit as every Finance function, carrying cash risk instead of a report.
01 · THE TRANSFORMATION

From cash rollups to a cash-risk loop.

TODAY
Cash positions rolled up on a cycle, entity by entity.
DSO and dispute risk surface after receivables age.
Collections worked in report order, not by exposure.
Liquidity scenarios rebuilt by hand, over a weekend.
IN FUTURE FINANCE
Continuous cash and liquidity visibility across entities
DSO and dispute risk detected as it forms — sized, routed, with an action path
Collections prioritized by exposure, not report order
Liquidity scenarios in minutes, not weekend models
CASH IMPACT → ACTION ROUTE
02 · WHERE TO START — THE WORKFLOWS, RANKED

Five workflows. One operating pattern.

Every Treasury workflow becomes the same governed loop — cast differently. Below, each one in full: what it becomes, who does what, what it needs, and where the human boundary sits.
RANKED BY · ownership (who holds the lever) · value (from this domain’s sizing) · autonomy ceiling (Tier 1 = human-only → Tier 4 = highest permitted autonomy) · control sensitivity · scope (core vs conditional)   weighting leans value + ownership
AGENTS prepare DETERMINISTIC SYSTEMS calculate HUMANS approve OWNERS execute FINANCE validates
1TIER 2–3
Working-capital governance
Periodic working-capital review becomes a closed action loop — AR, AP, and payment-term exposure surfaced as it forms, routed to the owner who can move it, and validated against cash that actually landed. This is the workflow that feeds the domain’s sized pool directly.
Who does what
Agentssurface aging, dispute, and term-drift signals; assemble the action packet with exposure and history attached
Systemscalculate DSO, aging buckets, and cash impact — deterministic, versioned, lineage on every figure
Humansapprove sensitive escalations, credits, and term changes before anything moves
Ownersaccount, billing, and AP owners execute the resolution — Finance does not collect the cash
Financevalidates realized cash against baseline and timing — or the claim is downgraded
ARCHETYPE signal-to-action CADENCE continuous / monthly review DATA AR · AP · inventory · terms SENSITIVITY medium
THE BOUNDARY · credits, write-offs, and customer escalations are human-approved; attribution of cash impact is Finance-validated, never assumed.
OWNERSHIP Finance co-governsVALUE High — feeds the sized pool AUTONOMY Tier 2–3 of 4CONTROL Medium sensitivitySCOPE Core
2TIER 2
Cash forecasting & liquidity review
Manual cash rollups become an agent-prepared liquidity packet on a deterministic forecast — drivers gathered continuously, the forecast re-fit as actuals land, scenarios on demand instead of weekend models. The cash forecast becomes a decision packet, not a spreadsheet.
Who does what
Agentsgather forecast drivers across entities; draft the liquidity packet with assumptions and movements flagged
Systemscalculate the cash forecast and scenario runs — registered logic, never agent math
Humansapprove forecast assumptions and liquidity policy calls; Treasury owns the number
Financevalidates forecast accuracy against actuals — the loop learns from every miss
ARCHETYPE cadence-to-decision CADENCE weekly / monthly DATA cash · AR/AP · forecast drivers SENSITIVITY medium
THE BOUNDARY · forecast assumptions and liquidity policy are human-approved; agents prepare, they never set the number.
OWNERSHIP Finance ownsVALUE Medium — decision quality AUTONOMY Tier 2 of 4CONTROL Medium sensitivitySCOPE Core
3TIER 1–2
Cash deployment & investment policy
Spreadsheet yield analysis becomes policy-governed deployment scenarios — options prepared against the investment policy, yield and risk calculated deterministically, every deployment decision carrying its policy citation. This workflow carries the recurring carrying-cost value on released cash.
Who does what
Agentsprepare deployment options with policy constraints and counterparty context attached
Systemscalculate yield, duration, and risk against policy limits
Humansapprove every deployment; Treasury holds policy ownership without exception
Financevalidates realized yield against the approved scenario
ARCHETYPE scenario-to-choice CADENCE recurring DATA balances · policy · counterparty SENSITIVITY medium
THE BOUNDARY · deployment is policy-owned and human-approved end to end — the lowest-autonomy workflow in the domain, by design.
OWNERSHIP Finance owns the policyVALUE Medium — recurring yield AUTONOMY Tier 1–2 of 4CONTROL Medium sensitivitySCOPE Core
4TIER 2
Bank & counterparty exposure review
Manual exposure monitoring becomes a governed counterparty-risk workflow — exposure summarized continuously against limits, breaches surfacing as packets with the policy attached, actions human-approved. Risk value rather than a dollar pool: fewer surprises, defensible at any moment.
Who does what
Agentsprepare exposure summaries and flag limit proximity with source-linked positions
Systemscalculate exposure against policy limits, by bank and counterparty
Humansapprove any rebalancing or limit action
Financevalidates that exposure stayed within policy over the period
ARCHETYPE policy-to-compliance CADENCE recurring DATA bank exposure · limits SENSITIVITY medium
THE BOUNDARY · limit actions are human-approved; the workflow’s value is control posture, claimed as risk reduction — never as cash.
OWNERSHIP Finance ownsVALUE Risk & defensibility AUTONOMY Tier 2 of 4CONTROL Medium sensitivitySCOPE Core
5TIER 1–2
FX & hedging support
Manual exposure analysis becomes governed hedge decision support — exposures calculated deterministically, scenarios prepared with policy context, and the hedge decision itself staying entirely human. Ranked last not because it matters least, but because the human share of the work is largest.
Who does what
Agentsprepare exposure context and scenario summaries with policy citations
Systemscalculate FX exposures and hedge scenarios against treasury policy
Humansdecide every hedge — the judgment is the workflow
Financevalidates hedge effectiveness against the decision record
ARCHETYPE scenario-to-choice CADENCE recurring / event-driven DATA treasury · FX rates · policy SENSITIVITY medium
THE BOUNDARY · hedge decisions are human-owned without exception; support is preparation and calculation only.
OWNERSHIP Finance ownsVALUE Risk & decision quality AUTONOMY Tier 1–2 of 4CONTROL Medium sensitivitySCOPE Core
03 · THE SIZING — FULL EVIDENCE TRAIL

The number, carried the way every claim is carried.

The figure on the front page arrives here as what it is — a governed packet. Range, basis, inputs, benchmarks, derivation, assumptions, and the strongest objection to it, all in one place.
TREASURY SIZING PACKET
TRY-SZ-05 · WORKING-CAPITAL POOL
OUTSIDE-IN
RANGE
$126–303M one-time cash release · +$5–14M/yr recurring components labeled separately — never summed
BASIS
Benchmark-anchored · Confidence: Medium-High base figures are primary-filing data; the judgment is addressable vs structural DSO days, sized conservatively
INPUTS
Trade receivables and revenue base of a representative large-cap SaaS company; daily revenue derived as annual revenue / 365; financing receivables excluded as structural; carrying / investment rate 4.0–4.5%
BENCHMARKS
Top-quartile vs median DSO gap: 18 days (Hackett 2025 U.S. Working Capital Survey) · receivables the largest excess-WC pool (Hackett 2025) · structural DSO drift, receivables a primary lever (PwC Working Capital Study 24/25)
DERIVATION
1 · daily revenue = annual revenue / 365
2 · addressable DSO improvement = 5–12 days — a conservative slice of the 18-day gap, haircut for structural drivers
3 · one-time release = 5–12 days × daily revenue ≈ $126M–$303M
4 · recurring carrying value = release × 4.0–4.5% ≈ $5M–$14M / yr
ASSUMPTIONS
(1) 5–12 addressable days — structural majority excluded · (2) financing receivables excluded · (3) carrying rate 4.0–4.5% · (4) one DSO day ≈ one day of revenue
SENSITIVITY
Addressable-days moves it most — halving to 2.5–6 days gives ~$63M–$152M one-time sanity bound: release = 4.3–10.2% of trade receivables — well below any ceiling
THE ATTACK
“Our DSO is high by design.” — The financing book is excluded, and only 5–12 of the 18-day benchmark gap is treated as addressable. Recurring value is only the carrying cost, and the release is one-time — never annualized.
OUTSIDE-IN · ILLUSTRATIVE · SUBJECT TO VALIDATION
Modeled on a Representative SaaS Company · outside-in, illustrative
A target-state vision · every value claim subject to validation