A Reliable Cash Forecast for a Developer-Builder

≈ CHF 42,000 / year
InvestmentCHF 30,000
Payback9 months
Gain55 %

Without clear visibility on its cash position, a developer-builder was drawing its credit line well beyond what it needed. We put in place a reliable forecast and simple drawdown rules, so that it pays only for the credit it actually uses.

The company

A developer-builder with 90 employees, running several residential projects in parallel, from land acquisition to handover.

The problem and its cost

Cash was tracked across several files kept by project managers and by accounting. Sales receipts, construction loan drawdowns and payments to contractors were never brought together in a single view. With no reliable forecast over the coming weeks, management drew on the credit line as a precaution and kept a buffer well above its real needs.

The cost shows up on two lines. On average, CHF 1,200,000 was drawn unnecessarily at 4.5%, which is CHF 54,000 of interest per year. On top of that, 20 hours per month went into rebuilding the figures by hand, at a loaded hourly cost of CHF 95, or CHF 22,800. The calculation is: CHF 1,200,000 × 4.5% + 20 h × 12 × CHF 95, or about CHF 77,000 per year.

CHF 1,200,000 × 4.5% + 20 h × 12 × CHF 95 = CHF 77,000 / year

The strategy

We first made the data reliable before modelling anything. A forecast is only useful if every input has an owner, a source and an update date. We therefore started with a review of cash flows by project, relying on the tools already in place and adding none.

We then built the forecast, set the drawdown rules, and finally established the steering rhythm. The order is deliberate: drawdown rules only make sense once the forecast is credible, and the steering rhythm only lasts if the teams accept the first two and the bank understands them.

The execution

Team: We brought together a dedicated contact, our finance and data team, and an expert in real estate project financing from our network.

  • →A consolidated cash view by project, fed by the existing accounting and site-tracking tools.
  • →A rolling 13-week forecast, completed by a 12-month outlook with three scenarios (sales pace, construction delays, payment slippage).
  • →Written drawdown rules: trigger threshold, minimum buffer and conditions for early repayment of the line.
  • →A monthly steering meeting built around a one-page dashboard that also supports the dialogue with the bank.
The AI part

We used AI to detect recurring gaps between forecast and actuals, and to estimate real payment delays from invoice history. The finance team reviews every suggestion before it enters the forecast.

The common-sense part

The rest is a matter of organization: one owner per data source, a fixed update calendar and a clear definition of an acceptable buffer. These simple rules matter more than the sophistication of the model.

The result

Expected annual saving: 55% of CHF 77,000, about CHF 42,000. For an investment of about CHF 30,000, payback comes in 9 months.

The expected gain is 55% rather than 100% because a safety buffer remains necessary against sales and construction uncertainty, and the analysis does not disappear: it is lighter, but still needs review every month.

  • Management decides on shared figures rather than out of caution.
  • A clearer dialogue with the bank, backed by documented forecasts.
  • Time given back to the finance team for analysis rather than compilation.

The assumptions

  • Credit line drawn unnecessarily (average): CHF 1,200,000.
  • Interest rate: 4.5%.
  • Analysis hours per month: 20.
  • Loaded hourly cost: CHF 95.

Scenario type, built from real missions and anonymized.

≈ USD 48,000
Simulate for your company
Estimated annual saving
≈ USD 9,999,000≈ USD 48,000
Payback 9 months · Investment USD 38,000
USD 1,500,000 × 4.5% + 20 h × 12 × USD 85 × 55 %

Bring us your problem.

We build the strategy that solves it, and we put it to work.

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