The mechanism: how an agent detects a working capital need without asking
Invisible · todayHow the agent detects the need without asking a single question.
Continuous reading of cash flowsThe agent no longer asks; it observes. An agent connected to customer invoices, bank receipts and order data can continuously rebuild the company's real working capital need. It sees monthly spending, revenue recurrence, payment terms and seasonal volatility. Three months before a foreseeable cash squeeze, the agent knows there is a need. The company usually finds out later — when cash starts to tighten or the bank manager calls.
Calculating the need without a declarationFrom “what financing are you looking for?” to “here is what your data tells us”. The need is not stated by management; it is derived from observed flows. The agent can say: “your order book points to a 40% acceleration in Q2, your customers pay at 60 days, you have three payrolls to meet each month — you will need EUR 3.2 million of additional cash from 15 February to 15 April 2027”. This analysis rests on no assumption made by management. It rests solely on observation of the actual data.
Building a shared belief about the outlookObserved ≠ Bet on. The agent reads what it sees: observed payment terms, the real volatility of seasonality, the absorption curve of overheads. But it does not read what belongs to your strategic conviction: you are going to win a market, acquire a competitor, recruit a senior management team, pivot your model. Shared belief means getting your funder to accept that distinction.
In practice, this means documenting your three strategic variables. For a fast-growing SaaS company: expansion into the German market, the acquisition of three small competitors, the hiring of a US VP Product. For a manufacturer: the move to a new plant, the conversion of a site, taking the flagship product line upmarket. Everything else must be reconciled with observed reality.
Tomorrow, nobody will ask you “how do you know it will work?”. They will ask: “which three variables are you really betting on, and how does everything else compare with your sector's track record?” Belief becomes documented because what can be observed already is.