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Forecasting
Updated
Sep 11, 2026

Commit Confidence Agent

Check every deal as soon as a rep calls it commit, using account engagement, recent activity, and the dated next step to show how much confidence to place in the call.

  • Trigger: a rep marks a deal commit
  • AI steps: score the commit and identify the weakest check
  • Output: confidence assessment and at-risk flag written beside the rep’s commit call
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Commit Confidence Agent: a rep marks a deal commit; score the commit and identify the weakest check; confidence assessment and at-risk flag written beside the rep’s commit call
How it works

Agent breakdown

A blueprint to adapt, not a fixed recipe. Set the trigger, thresholds, and methodology that fit your team, and each step builds on the last, using the conversation and CRM context you already capture.

1
TriggerStep 1 of 6

Score the deal as soon as it is called commit

As soon as a rep marks a deal commit, the agent starts the score. This makes the assessment available before the forecast call, so the manager can compare it with the rep’s call while there is still time to discuss any gap.

  • Trigger: A rep marks a deal commit
  • Timing: As soon as the deal is called commit
2
ActionStep 2 of 6

Pull the contacts who are engaged

Next, the agent pulls the contacts at the account who have replied or joined a call on the deal. This shows whether the commit depends on one buyer or has engagement across several people at the account.

  • Include: Contacts who replied or joined a call on the deal
  • Exclude: Contacts with no recorded engagement on the deal
3
ActionStep 3 of 6

Pull the latest activity and next step

The agent then pulls when the latest deal activity happened and whether a dated next meeting exists. Together, these fields show whether the deal is still active and whether the buyer has committed to a specific next step.

  • Fields: Latest deal activity and next step
  • Check: Whether the next meeting has a date
4
ActionStep 4 of 6

Score the commit

Using those deal signals, the agent scores the commit out of 10 on threading, activity recency, and whether a dated next step exists. It flags scores under 5 as at risk and names the weakest of the three checks, so the manager can see what is pulling confidence down.

Prompt

Score this commit out of 10 using the contacts engaged on the deal, the latest deal activity, and the current next step.

Assess these three checks:

  • Threading: how many people at the account have replied or joined a call on the deal.
  • Activity recency: when the latest deal activity happened.
  • Dated next step: whether a dated next meeting exists.

Identify which of the three checks is weakest. If the overall score is under 5, flag the commit as at risk.

Use only the engagement, activity, and next-step information provided. Do not infer contacts, activity, meetings, or dates that are not recorded.

Return the confidence score out of 10, a short assessment of each check, the weakest check, and at-risk status as yes or no.

Copy
5
OutputStep 5 of 6

Write the score beside the rep’s commit call

Finally, the agent writes the confidence assessment and at-risk flag to the opportunity beside the rep’s own commit call. It leaves the rep’s call unchanged, giving the manager and rep both views when they discuss any difference between them.

  • Update: Commit confidence assessment and at-risk flag
  • Keep: The rep’s commit call unchanged
Output

A commit confidence score, weakest check, and at-risk flag on the opportunity

See each rep’s commit call beside a confidence score based on account engagement, recent activity, and the dated next step. The assessment names the weakest check and flags scores under 5 as at risk, so you know which commit calls need a closer conversation before the forecast.

  • For sales managers: Compare the score with the rep’s commit call and discuss the specific signal pulling confidence down.
A commit confidence score, weakest check, and at-risk flag on the opportunity