Use cases· Last updated

Sales audit trail with Jev

Reps leave messy notes, emails, and call snippets. The CRM still owns Opportunity stage, quotes, and SLAs. Jev judges the text you provide so code can set a next-motion field or open a human queue. It does not send outreach or update ARR.

This unofficial page is the audit trail slice of the sales motion decisions pack. Intent: apply the Jev (TypeSafe System One) decision model to sales motion decisions audit trail. Primary search language: Sales Jev audit trail. Confirm patterns on docs.typesafe.ai. This site does not sell, issue, or proxy TypeSafe keys. Use a credential you already have from the console or a documented gateway.

Independent angle (cover ≠ clone): CRM-owned objects + Jev-on-notes (next motion, AE-ready, heat) — not a clone of a sales-automation landing page or rival CRM recipe IA.

Sales use-case context

An audit trail for sales motion decisions is a decision trace: replayable inputs, typed answers, floors, and the action the CRM write-back worker took. It is not a chat log and not a clone of a SIEM product page.

Hub: Use cases. Compare, when the other tool is the real job: CRM workflows.

Audit Trail inputs

Persist the filtered payload (the contract), not whatever arrived at the edge:

{
  "note": { "id": "n-8821", "text": "CFO asked for a Q4 start; legal wants DPA first.", "source": "call" },
  "opp": { "stage": "discovery", "arr_band": "50-100k", "days_in_stage": 18 },
  "playbook": { "ae_ready": "Budget + timeline + next meeting, or a named blocker." }
}

Redact secrets before the object hits cold storage.

Decision signals and actions

Minimum fields:

Also store usage.input_tokens (vendor meter) and the full probabilities map — argmax-only logs cannot explain a close next_motion.

Do not treat a Noul of 0.5 as a “medium” sales motion decisions score — it means yes and no are equally likely. Conjunctions stay in your code.

Guardrails and escalation

If you cannot explain reassigning an Opportunity to an AE or issuing a commercial concession from the trace, you are not ready to auto-act. TypeSafe’s confidence-gated examples use a lower bar for recoverable reads than for irreversible actions. Those numbers are illustrations. For sales motion decisions, treat ae_accept as the high bar (reassigning an Opportunity to an AE or issuing a commercial concession). Tune on labels — see offline evaluation.

Evaluation and rollout notes

Traces are the eval warehouse. Replay against next-motion gold, AE-ready gold, and whether a human would have stolen the account after criteria or alias changes. Pin jev-1.13.0 (the versioned id) after you fit thresholds. jev-latest and the marketing line jev-1.13 can move. Log the response model. TypeSafe’s published list price for jev-1.13 is $0.042 per million input tokens (vendor claim — confirm on the models page); output tokens are free on that same page. Unused distractors still bill as input.

Official Python and JavaScript SDKs read TYPESAFE_API_KEY and retry documented 429/529. This site does not sell, issue, or proxy TypeSafe keys. Use a credential you already have from the console or a documented gateway.

Pack map

Slice Page
Graph and primitives decision workflow
What may enter state input contracts
What to gather first evidence collection
Atomic rules policy checks
Act / review / abstain confidence thresholds
Reviewer payload human handoff
What to persist you are here
How it breaks failure modes
Labeled replay evaluation
Shadow → canary production rollout

FAQ

Is the HTTP log enough? No. Persist the filtered state, full probabilities, floors, and downstream action as a decision trace.

May I log raw secrets? Redact in code. Jev will not be your DLP layer.

Where is the rest of the Sales pack? Start with Sales human handoff and Sales evaluation. Cluster hub: Use cases.

Does Jev replace the CRM workflow engine? No. Salesforce-class workflows still own objects and SLAs. Jev labels messy notes so those workflows can fire. See vs CRM workflows.

Can Jev draft the follow-up email in this pack? Not here. Generate elsewhere; keep this call as typed decisions so you can audit next_motion.

What this page does not claim

Disclaimer

This is an independent unofficial site and is not affiliated with TypeSafe AI; official documentation is available at https://docs.typesafe.ai.

Primary documentation: https://docs.typesafe.ai. Hub: Use cases.

Sources

Public TypeSafe or adjacent documentation only. No private claims.