THE PIPELINE — Forecast & Deal Hygiene OS Brain
THE PIPELINE — Forecast & Deal Hygiene OS Brain
For a forecast that survives being asked about. One orchestrator plus ten specialists that weight the pipeline against observable evidence, expose the single deal your number depends on, and strip out the deals that have been sitting there for nine months.
Most forecasts are a wish list with dates attached. The weighting script scores each deal on evidence rather than optimism — whether you have met the economic buyer, whether a compelling event exists, whether the next step is scheduled with an actual date — and returns a weighted number alongside the concentration figure. The concentration line is the useful one. It names the single deal that takes your quarter with it if it slips. Most people know that deal exists. Almost nobody states it in the forecast, which is exactly why the miss always arrives as a surprise.
forecast_weight.py
Weights every deal by observable evidence rather than its stage label, returns commit and best-case numbers, and calculates what share of the forecast rests on the single largest deal. Flags any deal whose next step has no date attached. Every OS Brain in this drop carries its own executable component, so the judgement calls stay with you and the arithmetic stops being a matter of opinion. Runs anywhere Python runs, and the specialists still work on their own if you never open it.
Say it in plain words — it works out the rest
Inside · orchestrator + 10 specialists
Where it refuses to skip ahead
- No stage without evidence — a stage label is a claim, and an unevidenced claim inflates the number.
- No deal without a dated next step — "they're getting back to us" is not a next step and it never becomes one.
- No forecast without the concentration line — a number that hides its single point of failure is not a forecast.
- No deal survives without a compelling event — deals with no reason to close now do not close now, however good the relationship.