Does this work with our CRM?

The pattern needs an authorized way to read the deal records. Any system that exposes that can carry it; the audit confirms whether yours does and what is in scope.

What happens when the stage and the activity disagree?

The disagreement is reported against the deal and goes to its owner. A person corrects the record; the workflow names the conflict and leaves it there.

A number nobody else can reproduce

Today

Rebuilt by hand before the week closes

You rebuild the pipeline view by hand before the week closes, pulling the same records into the same sheet and arriving at a number nobody else can reproduce.
The stage on a deal says one thing while the last activity on it says another, and the sheet quietly picks one.
By the time the report circulates, a figure that moved cannot be traced back to the deals that moved it.
Last period's version no longer matches either, because it was rebuilt differently.

With agents

Assembled from the records, with disagreements named rather than smoothed

The weekly rebuild stops being somebody's job.
A disagreement gets named instead of averaged away.
A number can be answered at deal level.

How an agent runs it

A pipeline report is only as good as the records underneath it, so the workflow assembles from those records and names what they disagree about instead of smoothing it over.

Assembles

Builds the pipeline view from the records you authorize, in the format you already use, on the cadence you set.

Reconciles

Compares recorded stage against recorded activity and names each deal where the two disagree, rather than picking one.

Traces

Ties every figure in the view back to the deals that produced it, so a question about a number has an answer at deal level.

Flags

Marks movement against the thresholds you set, and says which deals account for it.

Human gate

The commentary and every judgement about a deal are a person's, the report circulates only after that person releases it, and the whole view can be rebuilt by hand at any point because the records and the format are yours.

Preserves

Keeps prior periods as they were reported, so a comparison is a comparison.

Reports

Says which records it could not read and which fields were empty, so the gaps stay visible rather than filled.

Results

What changes when the report comes from the records

The weekly rebuild stops

The view is assembled from the records on your cadence in the format you already use, so nobody starts from an empty sheet.

Disagreements are named

Reconciliation compares recorded stage against recorded activity and reports the deal it belongs to.

Answerable at deal level

Each figure keeps the trace back to the records that produced it, so the question stops at the deal rather than at the sheet.

Where this fits

Workflow / Automate a Workflow

Tier 1 through the Automate a Workflow door: one process end to end, from the records to a report a person releases. The boundary is the record itself. No record is changed, no stage is moved, and the commentary stays a person's. It extends toward The sales ops coordinator as an AI Employee as a possible next step rather than a promised state, where keeping the view current is one duty among several. How It Works shows how the gates and the authorizations are built.

Tier 1 / Prove

How It Works

Questions, answered

No. It reads and reports. A stage moves when a person moves it, and the gate is closed by default. The records and the report format stay in your systems, so the view can be rebuilt by hand at any point without the agent.

AI Opportunity Audit

See which numbers in Friday's report can be traced

Bring last Friday's pipeline report and the records it came from, and see which numbers can be traced.

Book an audit