revenue-forecast-operations

name	revenue-forecast-operations
description	Produce an operational revenue forecast by reconciling pipeline evidence, historical conversion/velocity, renewals/expansion, owner commits, timing risk, and scenario ranges.

Revenue Forecast Operations

Use when this procedure is the primary professional method needed for the assignment.

Procedure

1. Confirm the decision or outcome this work must support, its scope, owner, constraints, and definition of success.
2. Establish the evidence baseline using pipeline, bookings, renewals, historical rates, owner evidence, seasonality, and targets. Do not fill material gaps with assumptions when they can change the result.
3. Freeze forecast snapshot, validate pipeline hygiene, model base/upside/downside assumptions, separate contracted from probabilistic value, and record changes versus prior forecast.
4. Exercise realistic edge, failure, transition, or exception cases that could invalidate the result; record unresolved uncertainty explicitly.
5. Validate the output against the original outcome and any neighboring professional contracts so this skill does not silently absorb another specialist's authority.
6. Record the resulting artifact, measurements, decisions, provenance, and handoff information needed for another owner to reproduce or continue the work.

Quality gate

Forecast assumptions are auditable and changes over time can be explained by evidence rather than revised intuition.