Forecast Assessment
Commit means something different to every rep who says it. This skill gives each deal a forecast judgement built the same way: a category, a confidence and the evidence for both, judged against your Forecasting, Sales Process and Discovery & Qualification memories. Managers challenge specifics and own the final commit, leaders defend a number they can open down to deal level, and each quarter's actual outcomes retune how the evidence is weighed.
Sales
Forecasting
Pipeline Review
Deal Risk
Forecasting
Sales Process
Discovery & Qualification
Commit, best case or gut feel
Forecast accuracy is decided long before the quarter ends, at the moments a category gets set, defended or left alone.
01 | The Current Way
02 | AI Added On
03 | AI-Native
The CRO wants the number on a random Tuesday
The number exists on Fridays
The forecast is assembled for the weekly call from categories reps set days earlier. Between calls, the number is whatever it was last time.
A percentage nobody can question
A predicted 63% arrives with no reasoning attached, so managers trust their own read and the number becomes one more opinion in the room.
A current number, any day it is asked for
The answer is ready whichever day the question comes, mid-quarter included, because every deal carries a current category and evidence.
The forecast call argues the same three deals again
An hour of deal archaeology
Managers quiz reps deal by deal to work out why each commit is a commit. Definitions drift by team, and the hour goes to the loudest deals.
Two forecasts, no way to settle them
The prediction sits beside the rep's category with nothing to decide between them, so the same argument reruns every week from scratch.
Agreement passes, disagreement gets the hour
Deals where the rep's category and the assessed category agree pass in seconds. The hour goes to the gaps, with the evidence on the table.
The decision date slips and the commit stays put
Categories updated when someone remembers
The category moves when the rep next tidies the pipeline or a manager notices. Until then the forecast reports a deal that no longer exists.
The change registers, the question does not
The score dips on the slip, but whether the deal still meets your commit definition is a judgement a probability was never built to make.
Reassessed the day the deal changes
The manager sees the category move the day the date slips, with the updated evidence, and can override it on the spot.
Capabilities that run this skill
Sales
Pipeline Review
Sales
Deal Risk
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Deal by deal, against your own definitions. Each deal's current evidence is judged with your Forecasting memory: does it meet the commit bar, what supports that, what is missing and how confident to be. The roll-up becomes a sum of judgements that can each be opened and challenged.
A prediction is a probability learned from past deals; a forecast judgement is a category earned against your definitions, with evidence attached. When a prediction misses there is nothing to interrogate. When a judgement misses, the record shows which evidence misled, and the weighting improves.
Managers do. The skill proposes a category with its evidence; the manager commits, overrides or challenges, and every override is recorded with its reason. Sales leadership owns the forecast definitions, so what commit means is set once and applied to every deal the same way.
Forecasting runs it across the pipeline, Pipeline Review uses it to sort which deals deserve the meeting's time, and Deal Risk reads it when a risk threatens the number. A deal cannot look safe in the review and shaky in the forecast, because both open the same judgement.
Closed quarters. Every judgement is kept and compared with what the deal went on to do, so evidence that kept predicting slips counts for more and evidence that proved hollow counts for less. Each change ships as a new version with the reasoning recorded, approved by sales leadership.