Sales / Sales Execution Live
Deal Milestone Detection
Read a customer message for anything that actually moves the deal, and get the CRM update it implies drafted — with what is a milestone kept separate from what only sounds like one.
- Triggered by an incoming message
- ~5 credits per run
- v1.0.0
What does Deal Milestone Detection do?
Deal Milestone Detection is a production AI agent in the sales section of the Leverge agent store, built for the sales execution process. Read a customer message for anything that actually moves the deal, and get the CRM update it implies drafted — with what is a milestone kept separate from what only sounds like one. It is triggered by an incoming message, works through 2 steps and returns 5 outputs, including does this move the deal?.
What it needs
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Customer message
The message as it arrived.
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Deal state
What it does
- Detecting milestones
- Writing the CRM note
What you get back
- Does this move the deal?
- What the message contains
- Proposed CRM update
- Note for the record
- Confirm before updating
After each run it asks: “Was this the right read?”
When it runs
Triggered by an incoming message — Simulated customer message on a live deal.
Oversight
Runs under scoped, least-privilege credentials with every action written to an audit log. Anything that moves money, alters a contract or reaches a customer requires human approval before it executes.
Sales Execution
Other agents in sales execution
Pipeline, proposals, renewals and the CRM hygiene underneath them
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Activity Quality Guardrail
Check a CRM activity note before it saves — whether it records what actually happened, whether the next step is real, and whether anything in it should not be written down.
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Deal Closure Compliance
Check a closed deal's paperwork before it hands over — which documents exist, which are missing, and what fulfilment cannot start without.
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Deal Documentation Generator
Fill a deal document from the account record, leaving a visible blank wherever the record has nothing rather than a plausible-looking guess.
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Exception Context Brief
When a control flags a deal, assemble what a reviewer needs to judge it — what the rule caught, what the record explains, and what still needs asking.
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Follow-Up Intelligence
Paste meeting notes and get every commitment pulled out with its owner and due date — separating what you promised the customer from what they promised you.
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Post-Approval Sync Check
After an offer is approved, check that every system now says what was approved — and produce the audit record showing what was changed, by whom, and when.
Next Step
Deploy Deal Milestone Detection, or adapt it
It runs as-is against the inputs above. Most deployments diverge — a different source system, a different tolerance, a different approval path. A 30-minute technical call establishes which.