A balance is the one number a treasurer cannot change

Module · Liquidity and Funding

A balance is a receipt for a decision already taken. Every movement behind it, the receipt, the payment, the draw, the hedge, was still changeable a week ago.

Prophesee Treasury forecasts the movement rather than restating the balance, and alerts on the projected position rather than the actual one, so the treasurer is looking at the part that can still be moved. Operations owns the behaviour that feeds it.

Timing predictionDriver forecastingEntity resolutionContinuous monitoringScenario and counterfactual
The shift

Every treasurer has a cash forecast. Almost none has a cash prediction.

The thirteen week view is collected by email, assembled in a spreadsheet and reissued each Monday. It carries no confidence band and it is never scored against what happened, so by week six it is a narrative. Not because anyone is careless, but because no tool on the desk can do better.

€1.4tn
Tied up in working capital across the 1,000 largest European companies, with the cycle deteriorating for a third consecutive year
44.8
Days in the European cash conversion cycle. Every one of them is cash the business is funding itself
37%
Of the global business to business payment cycle happens after the due date, on 51 days to payment against 32 days of terms

Sources: The Hackett Group, European Working Capital Survey, Nov 2025 (1,000 largest European non-financial companies, drawn from financial statements) · The Hackett Group, US Working Capital Survey, Aug 2025 (top 1,000 US listed non-financial companies) · Sidetrade Data Lake analysis, Feb 2026 (approximately 285 million invoices captured in 2025) · Association for Financial Professionals, Payments Fraud and Control Survey, Apr 2025 (n=521 corporate treasury practitioners).

A new approach

From reporting the balance to predicting the movement

foresight iconForesight
Today · The weekly spreadsheet

The forecast is collected from entities once a week and assembled by hand. It carries no band, and it is never scored against actuals, so nobody knows what week six is worth.

Forecast the movement, not the balance

Time series models per entity, currency and cash flow category, each projection carrying a confidence interval and the drivers behind it. Time to event models predict when a receipt or a payment actually lands rather than when terms say it should. Monitored for drift and retrained on a schedule.

pulse iconPulse
Today · The covenant certificate

Headroom is calculated at signing and again at year end. Between them nobody tests it against the forecast, so a breach is discovered rather than avoided.

Alert on the forecast, not the balance

Write the covenant, the counterparty limit and the minimum balance in plain English. Rules run continuously against actuals and against the forward projection, so the alert fires when the forecast breaches, not when the balance does. Severity scored and routed to a named owner with the action attached.

horizon iconHorizon
Today · The liquidity paper

Draw the facility, change the terms, repatriate the cash. Each option is argued in a paper, with no model of the no-action trajectory, so no improvement can be attributed to a decision.

Model the intervention before you draw

Predict the no-action cash trajectory, then model the intervention: a terms change, a facility draw, a sweep structure, a hedge. Watch the projected curve update, then track actuals against the plan so the committee sees whether the action worked rather than that it happened.

nexus iconNexus
Today · The bank portals

The group position is assembled from bank portals, ledgers and entity submissions in different charts of accounts, so the answer arrives a day after the question.

Ask the group where the cash is

Statements, ledgers, entity submissions and facility agreements resolved into one graph, with the same counterparty recognised across every system through fuzzy entity resolution and vector embeddings. Ask in plain language and get the statement line and the clause behind the answer.

From challenge to decision

Turning liquidity challenges into decisions

Problem: Timing prediction
What produces it today: The thirteen week spreadsheet

The forecast reads the payment date off the contract terms. Behaviour says something different, and the variance is absorbed silently every week.

Engine: foresight icon Foresight
The applications that replace it: Receipt Date ForecastPayment Run Simulation
Problem: Driver forecasting
What produces it today: Entity cash submissions

Entities submit a number with no band and no driver, and nobody scores last quarter's submission against what happened.

Engine: foresight icon Foresight
The applications that replace it: Cash CurveForecast Scorecard
Problem: Entity resolution
What produces it today: The bank portals

The same counterparty appears under three spellings across ledgers, statements and facility documents, so exposure cannot be totalled.

Engine: nexus icon Nexus
The applications that replace it: Group PositionOne Counterparty
Problem: Continuous monitoring
What produces it today: The covenant certificate

Headroom is a point in time calculation. Nothing tests it between the two dates it is reported on.

Engine: pulse icon Pulse
The applications that replace it: Covenant WatchLimit and Exposure Rules
Problem: Scenario and counterfactual
What produces it today: The liquidity paper

Options are compared in prose. There is no no-action baseline, so the effect of the choice can never be isolated.

Engine: horizon icon Horizon
The applications that replace it: Liquidity What-IfAction Attribution
What becomes possible

12 AI applications that could be relevant

A sample of what becomes possible on the decision layer, not a fixed list: each application draws on the same data foundation and audit trail, and new ones are configured on the engines, not built from scratch.

Foresight
Cash Curve

A group cash projection by entity, currency and category, with a confidence band and drivers on every line.

Foresight
Receipt Date Forecast

The date each open item is actually paid, predicted per customer and entity with a confidence interval.

Foresight
FX Exposure Forecast

Forward exposure by currency and entity, with the band, before the hedge is placed.

Foresight
Forecast Scorecard

Every past forecast scored against actuals by entity and horizon, so accuracy is measured, not assumed.

Foresight
Payment Run Simulation

The cash effect of every scheduled outflow, modelled before the run is released.

Pulse
Covenant Watch

Headroom tested against the forecast daily, with the projected breach date named before it arrives.

Pulse
Limit and Exposure Rules

Counterparty, currency and minimum balance limits written in plain English and watched continuously.

Horizon
Liquidity What-If

Model the draw, the terms change or the sweep and watch the projected curve update.

Horizon
Action Attribution

Actuals tracked against the modelled plan so the improvement is attributed to the decision.

Nexus
Group Position

One cash position across every account, entity and currency, recomputed as statements land.

Nexus
One Counterparty

Every bank, customer and entity reconciled to a single identity across systems.

Nexus
Trapped Cash Map

Where cash sits that cannot move, by entity and restriction, with the clause behind each one.

How work changes

A day in a predictive treasury

Today: A group cash position assembled by hand from bank portals and entity emails, describing yesterday.

With Prophesee:
07:20foresight icon Foresight
The position, and the next ninety days

Group cash by entity and currency, with a confidence band on every line and the drivers behind the movement.

Today: An entity that will breach its minimum balance, discovered on the day it breaches.

With Prophesee:
10:05pulse icon Pulse
A breach that has not happened yet

The forecast crosses covenant headroom in week seven. Severity scored, routed to her, with the two viable options attached.

Today: Draw the facility because the paper argued for it, then hope.

With Prophesee:
13:40horizon icon Horizon
Model it before you draw

A terms change tested against a facility draw on the projected curve. She takes the one that holds headroom without the fee.

Today: No way to show which treasury action improved the cycle.

With Prophesee:
16:30horizon icon Horizon
Proof, not hope

Last quarter's terms change tracked against the modelled plan. The cycle shortened as projected. That goes to the board.

Tomorrow's cash becomes today's decision.

Predict liquidity before it moves

We agree the metric and the baseline in week one, and measure the result on your data.