Illustrative synthetic data — not real Level AI or customer data
Forecast Evidence Engine

CRO view

Commit is a claim. The conversation is the evidence.

Salesforce says what the rep believes. The Gong-like record shows what actually happened. The evidence gate will not let a deal sit in Commit without recent, real conversation evidence. The gap below is the number the weekly forecast is wrong by if we trust the CRM alone.

Rep-called Commit

$4.35M

10 deals · $4,350,000 as called by reps

Evidence-adjusted Commit

$3.10M

7 deals that clear the evidence gate

Gap

-$1.25M

-28.9% versus the rep-called number. 3 Commit deals failed the gate ($1,255,000).

Pipeline coverage

2.47x

$7.90M open pipeline against a $3.20M synthetic quarterly quota.

Gate failures

3

Deals whose rep-called category is not supported by conversation evidence.

Late-stage mix

74.0%

$5,850,000 in Proposal, Negotiation, or Verbal Commit — a conversion proxy, not a historical win rate.

Accuracy target

±5%

The job asks for a ±5% commit accuracy target on a weekly CRO cadence. Trailing snapshots below are illustrative.

This week's exceptions

The deals a CRO should ask about on the weekly call. Self-serve — not a manual pull.

AccountAmountRepAdjustedAsk
Northwind Logistics
Priya Raman
$580,000CommitPipelineLast meaningful external call was 47 days ago (Commit requires evidence within 14 days).
Meridian Health Systems
Amira Soltani
$510,000Best CaseBest CaseCompetitor named on a call but the CRM competition field is empty. call-meridian-2 names "Voxora Replay" but the CRM competition field is empty.
Redwood Mutual
Marcus Chen
$395,000CommitCommitChampion-leaving language on a recorded call. call-redwood-3: "our champion is leaving"
Helios Freight
Marcus Chen
$385,000CommitBest CaseNo economic buyer has been on a call. CRM names Naomi Trent, but that person does not appear on any conversation.
Quorum Legal
Theo Brooks
$290,000CommitPipelineMEDDICC score 25 is below the Commit floor of 55. Call-corroborated fields count more than CRM-only text; absent fields count zero.
Atlas Retail Group
Elena Vasquez
$275,000CommitCommitSingle-threaded: only one external voice is on the conversation record. Ask who else is in the buying group.
Cascade Industrial
Elena Vasquez
$220,000Best CaseBest CaseBudget-freeze language on a recorded call. call-cascade-2: budget freeze named on the call.

Data-quality findings

CRM claims versus conversation evidence. Each finding traces to a deal.

  • Competitor named on a call but the CRM competition field is empty

    1

    Example: Meridian Health Systems — call-meridian-2 names "Voxora Replay" but the CRM competition field is empty.

  • Commit deals with stale or missing conversation evidence

    1

    Example: Northwind Logistics — 47 days since call-northwind-3

  • Economic buyer named in CRM, never on a call

    7

    Example: Helios Freight — Naomi Trent is named in CRM and does not appear on any call.

  • Non-pipeline deals that are single-threaded (one external voice)

    4

    Example: Atlas Retail Group — Only Jordan Hale appears across 4 call(s).

  • Champion-leaving language on a recorded call

    1

    Example: Redwood Mutual — call-redwood-3: "our champion is leaving"

  • Budget-freeze language on a recorded call

    1

    Example: Cascade Industrial — call-cascade-2: budget freeze named on the call.

  • Security still needs to be looped in

    1

    Example: Silverline Payments — call-silverline-2: security has not been looped in.

Illustrative trailing accuracy

Fabricated weekly snapshots to show the ±5% target. Not real closed-won history. Evidence-adjusted stays near actuals; the rep-called number does not.

WeekRep-calledEvidence-adjustedActualRep vs actualEvidence vs actual
Week of Aug 10$3.10M$2.52M$2.48M+25.0%+1.6%
Week of Aug 17$3.40M$2.71M$2.80M+21.4%-3.2%
Week of Aug 24$3.85M$2.95M$2.88M+33.7%+2.4%
This week (in progress)$4.35M$3.10M—n/an/a