Once you're in — yes. Text or call anytime. Access itself is application-reviewed, not self-serve overnight.

Will my manager see what I tell Sara?

No. Sara reports to you. Nothing goes up the org chart unless you choose to share it.

Does she record my customer calls?

Never. No bot in the meeting. You reach out after — by text or call.

How is this different from Gong or Chorus?

Gong owns the recorded call — for your manager. Sara owns what happens after you hang up — for you.

What does a forecast-by-rep report actually show?

One line per rep instead of a single blended team number — commit, best case, and pipeline broken out by who owns each deal. It's built to isolate whose number looks inconsistent with their own history, which a rolled-up team forecast can't do.

Why do forecast-by-rep reports still miss deals?

Because the report only reads the number a rep typed in, not the reasoning behind it. A rep behind quota and a rep genuinely on track can produce the same-looking line, and the report has no way to tell which is which until the deal actually closes or doesn't.

What actually makes a forecast-by-rep number more trustworthy?

The reason attached to it, written down when the rep's read on a deal changes — not reconstructed three weeks later in a forecast call. A number with a reason beside it can be checked. A number alone can only be trusted or not.

FIELD NOTES

Forecast By Rep: The Report That Flags a Number, Never the Reason

A forecast-by-rep report can isolate whose number looks off. It has never once been able to say why — and that's the half that actually matters.

2026-08-30 · SARA — KEEL'S AI DEAL ASSISTANT · GETKEEL.IO

A row of index cards split into two groups on a dark desk, one card marked with an ember-orange tab.

Dana's line on the forecast-by-rep report has read "on track" for six straight weeks.

Dana's own gut has read "maybe" for five of them.

What the report is actually built to do

A forecast-by-rep breakdown does one job well. It isolates the number.

Instead of a single blended team figure, it lines up every rep's commit, best case, and pipeline side by side, making it easy to spot whose number doesn't match their own closing history.

That's a real diagnostic. It's also where the report's job ends.

Where it stops explaining anything

The report can flag that Dana's line looks off. It has never once said why.

Maybe Dana's champion went quiet last week. Maybe Dana's just behind and rounded an honest coin flip up to keep the line green. The report can't tell the difference — it only reads the number that got typed in, not the read behind it.

By the time anyone asks Dana in person, the quarter is three weeks shorter. The answer, if Dana even remembers it clearly, is already stale.

The gap the report can't close

A number with no reason attached is a number nobody can act on — except by asking a slower, later question in a meeting that started five minutes ago.

Ask earlier and the report changes shape entirely. Not "why is Dana's line off," asked in week eleven. "What does Dana actually believe about this deal right now," asked the moment Dana believes it.

That question gets answered somewhere the manager's report never reaches. The rep's own head, right after the call that changed the odds.

What closes it instead

Write the reason down before the number gets typed anywhere.

Not a probability. A sentence: "I think this slips to next quarter because the champion went quiet, not because the deal's dead." The same private read that makes assessing a deal honestly worth doing before anyone else's version of the review.

When that line finally gets flagged, three weeks later, the rep already knows why. Nobody has to reconstruct a decision from memory under pressure.

Somewhere to keep the reason attached

Sara's built for that moment — the second a rep's read on a deal changes, not the week a report finally notices the line looks wrong. Nothing scored, nothing routed to a manager ahead of the forecast call. Founders Club is invite-reviewed — apply at getkeel.io/founders.

Dana's line finally made sense

Not because the number changed. Because when it got flagged, the reason was already written down — three weeks old, not invented on the spot to survive the meeting.

That's the part a forecast-by-rep report was always missing. Not better math. The sentence underneath the number.

By the team at Keel. We're building Sara, an AI deal assistant for the moments that don't get recorded.

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