Cash World Model for operating finance

Search cash futures.

Nooterra reconstructs your cash-control state and searches the Decision Frontier: what's happening, what's possible, what to approve.

ARAPLiquidityForecastContractsSupportApprovalsPrior actions

Book a walkthrough →View a sample Decision Frontier

Approval-first. No autonomous customer-facing action. Every recommendation is written to the Trust Ledger.

Before it claims lift, it earns evidence.

Nooterra — Decision FrontierSample · DR-9f3a
Nooterra·Decision Frontier
Cash-impacting decision · DR-9f3a

Figma

L0· awaiting approval
  • $84,200 overdue
  • 28 days late
  • Strategic customer
  • + 5 more
Hidden worlds
Support blocker
medium·high
AP admin delay
medium
Invoice dispute
medium
+ 2 more
Policy frontier
Recommended
Relationship-safe recovery
CSM check → support unblock → neutral finance reminder → replan in 3 days
+ 3 alternatives shown in the full Decision Frontier
Approval
A2Prepared only

No customer-facing action has been sent. A4 and A5 gates apply to external messages and sensitive actions.

Outcome watches
7 total
  • AP response within 3 days
  • Support blocker resolved within 7 days
  • Payment or partial payment within 14 days
+ 4 more
Stage a policyPrepare the relationship-safe recovery policy for Figma. Cite invoice, CRM, support, contract, and payables evidence. Stop at approval.

A world model for cash decisions. Not a chatbot. Not a dashboard.

Most finance tools show what happened. AR tools automate the chase. Treasury tools track liquidity. Nooterra does something different: it models the cash-control slice of the business before action is taken. Every recommendation starts from a point-in-time state of receivables, payables, liquidity, forecasts, contracts, support blockers, customer risk, vendor risk, prior actions, and approval rules — then records what happened.

Cash world state
A point-in-time model of the cash system.

Nooterra compiles invoices, payments, vendor bills, cash forecasts, contract terms, support blockers, and prior actions into one replayable state. Every recommendation shows what evidence was available, missing, stale, partial, or conflicting.

Cash replay
Reconstruct the past before going live.

Nooterra can replay historical cash states from prior invoices, payments, bills, forecasts, and outcomes. That creates baseline evidence before the live system claims stronger judgment.

Hidden-world search
It names what may be true.

A visible event is not the whole truth. Nooterra considers plausible hidden worlds: AP delay, procurement blocker, invoice dispute, support issue, customer cash stress, vendor pressure, contract confusion, or forecast variance.

Policy search
Staged policies, not next-best actions.

Nooterra searches action paths: collect faster, involve CSM, resolve support first, offer a payment plan, delay a noncritical payable, update the forecast, draw credit for review, or gather more evidence before acting.

Cascade simulation
Cash decisions create second-order effects.

Each policy is evaluated across cash impact, liquidity risk, relationship risk, vendor risk, renewal risk, forecast confidence, approval latency, reversibility, and operator effort.

Operating constitution
Your company's rules shape the frontier.

Nooterra ranks policies under explicit objectives and constraints: cash speed, liquidity protection, customer trust, vendor stability, legal risk, approval authority, evidence strength, and reversibility.

Outcome watches
Every policy creates watches.

Nooterra watches what should happen next: payment, partial payment, dispute opened, support blocker resolved, vendor risk changed, cash reserve crossed, or forecast updated.

Trust Ledger
Every claim writes itself down.

Every recommendation records its evidence, assumptions, policy alternatives, approval state, action receipt, outcome watches, and certification level. Nothing is silently overwritten.

One model. Many cash decisions.

Nooterra is not a single workflow. It is one Cash World Model with multiple decision surfaces. Each class uses the same state, policy search, approval gates, outcome watches, and Trust Ledger.

shipping

Customer cash at risk.

Should we collect this invoice faster, involve CSM first, resolve support, offer a payment plan, escalate a dispute, update the forecast, or gather evidence before acting?

Payable timing

Vendor payment decisions.

Should we pay this vendor now, delay payment, split payment, protect a critical vendor, request an extension, or take an early-payment discount?

Cash-gap response

When liquidity gets tight.

If cash may fall below reserve, should we accelerate receivables, delay payables, draw credit for review, resolve disputes, defer spend, or protect a strategic customer relationship?

Dispute-to-cash

Unlock blocked receivables.

Which action path resolves the dispute fastest without creating unnecessary customer, legal, or forecast risk?

Forecast variance

Explain why cash moved.

Why did actual cash differ from forecast, which assumption broke, what evidence was missing, and what should change in the next forecast?

Working-capital policy

Coordinate decisions across the portfolio.

Across AR, AP, liquidity, customer risk, and vendor risk, which policy set preserves cash without damaging the operating system?

How Nooterra thinks

The decision loop.

Every recommendation follows the same loop: compile the world state, inspect source coverage, infer hidden causes, search staged policies, simulate cascades, surface the frontier, stop at authority, and write the outcome to the Trust Ledger.

01 · Cash world state

It starts with the state.

state · t=nowsnapshot
AR
AP
Liquidity
Forecast
Contracts
Support
Approvals
Prior actions

Point-in-time snapshot of receivables, payables, liquidity, forecast, contracts, support, approvals, and prior actions.

02 · Source coverage

It shows what is missing.

availablepartialmissingstaleconflicting
evidence is shown before assumption

Nooterra separates evidence from assumption. Missing, partial, stale, or conflicting sources are visible before the recommendation.

03 · Hidden-world search

It names what may be true.

Support blocker
med-high
AP delay
medium
Invoice dispute
medium
Cash stress
low-med
Vendor pressure
low

Separates the visible event from the plausible cause — AP delay, dispute, support blocker, cash stress, vendor pressure.

04 · Policy lattice

It searches staged policies.

Not one next-best action. A bounded lattice of staged policies across horizons with branches, approval gates, and replan triggers.

05 · Cascade simulation

It projects second-order effects.

Direct effect
2nd-order effect
Cash-system effect
Approval effect
Replan effect

Each policy is evaluated across cash, liquidity, customer risk, vendor risk, forecast confidence, approval latency, and reversibility.

06 · Frontier + abstention

It keeps the frontier and refuses weak calls.

Act
Gather evidence
Abstain
Replan
frontier includes the refusal

Some policies are faster for cash. Others are safer for trust. Nooterra shows the non-dominated frontier and can recommend an information action instead.

Trust Ledger

Every recommendation writes itself down.

For every case, Nooterra records what evidence existed, what was missing, what policies were considered, what tradeoffs were simulated, what was recommended, what a human approved or overrode, what action was prepared, and what happened afterward.

Read the governance modelSee a sample record →
DecisionRecord · DR-9f3aappend-only · revision 1
CLAIM
Start relationship-safe recovery for Figma.
Do not execute external escalation yet.
EVIDENCE
5 items cited — Stripe invoice, QuickBooks AR ledger, HubSpot account, Zendesk P1 ticket, MSA §4.2.
3 marked missing — live bank balance, fresh AE sync, vendor criticality confirmation.
POLICY FRONTIER
Recommended — CSM check → support unblock → neutral finance reminder.
Alternative — finance reminder → AP probe → executive escalation review.
Alternative — delay noncritical vendor bill if reserve threshold tightens.
Alternative — gather evidence before external action.
APPROVALS
A2 prepared only.
A4 required before customer-facing message.
A5 required for service hold, legal escalation, credit draw, or critical vendor delay.
ACTION
Drafts prepared.
No external message sent.
OUTCOME WATCHES
AP response within 3 days.
Support blocker resolved within 7 days.
Payment or partial payment within 14 days.
Cash reserve threshold crossed.
Renewal risk changed.
Vendor payment pressure changed.
CERTIFICATION
L0 — heuristic scenario recommendation.
No causal lift claim.
uncertified

Your rules shape the frontier. Authority stops the system. Judgment is earned.

Three layers of governance, one posture. How your team ranks policies, where the system stops, and what Nooterra must earn before it claims more.

Operating constitution

Your weights, your constraints.

Nooterra ranks policies under the weights, constraints, and forbidden actions your team defines. A cash-first company and a liquidity-constrained company should not get the same recommendation.

Weights · sample
Cash speed
0.62
Liquidity protection
0.88
Customer risk
0.74
Reversibility
0.80
Evidence strength
0.76
4 more in the full constitution
Hard constraints
  • No customer-facing message without approval
  • No credit draw without CFO approval
  • No causal performance claim at L0
View governance model →
Learning ladder

Judgment is earned.

Nooterra does not begin by claiming final policy authority. Each case structures the decision, records what happened, and earns its way up the certification ladder.

  1. L0Heuristic scenario recommendationcurrent ceiling
  2. L1Observed outcome distributions
  3. L2Calibrated forecasts by horizon and regime
  4. L3Action-conditional policy estimates
  5. L4Experiment-backed causal estimates
  6. L5Certified narrow autonomy

The Trust Ledger is the dataset that moves the model up the ladder.

Authority ladder

The system stops at authority.

Every action carries an authority level. Nooterra can recommend, stage, explain, and watch — it does not bypass approval.

A0
Observe
Read state; no preparation.
A1
Recommend
Score and recommend; no draft.
A2
Prepare
Draft prepared; no action routed.
A3
Internal + approval
Internal task after approval.
A4
External + approval
Customer or vendor action after approval.
A5
Sensitive + dual
Service hold, legal, credit, critical vendor delay.
A6
Disabled
Held until outcome evidence supports certification.

Early access remains approval-first. Nooterra records outcomes so stronger claims can be earned, not assumed.

Bring a Cash World Model to your cash review.

Start with your historical books and current cash-impacting cases. Nooterra will replay the past, surface today's decisions, search the policy frontier, prepare approval-gated actions, and watch what happens afterward.

Book a walkthrough →Talk to security

No autonomous customer-facing action during review.