An autonomous agent that continuously scans CRM and product telemetry to find where money falls through the cracks — slow lead response, stalled deals, botched handoffs — then quantifies the cost and tells the right rep exactly what to do.
Not a dashboard waiting to be checked. A loop that runs itself, then taps a human only when there's money on the line.
Fetch deals, contacts, and activity from the CRM on a schedule.
Run three deterministic rules to flag specific revenue leaks.
An LLM estimates dollars at risk and prescribes one concrete fix.
Deliver a scannable, actionable alert to the responsible rep.
$287,400 at risk
These are the actual alerts from the latest run against the seeded sandbox — rendered exactly as the rep receives them in Slack.
Lead created 26h ago with no outreach logged (threshold 2h).
Impact · $45,000 deal × 80% estimated loss probability for a speed to lead leak.
Have rep.alice@company.com call Acme Corp today before the lead goes cold.
Lead created 5h ago with no outreach logged (threshold 2h).
Impact · $18,000 deal × 80% estimated loss probability for a speed to lead leak.
Assign Globex to a rep now and send a first-touch email within the hour.
First outreach lagged lead creation by 6h (threshold 2h).
Impact · $30,000 deal × 80% estimated loss probability for a speed to lead leak.
Have rep.bob@company.com call Initech today before the lead goes cold.
First outreach lagged lead creation by 24h (threshold 2h).
Impact · $50,000 deal × 80% estimated loss probability for a speed to lead leak.
Have rep.bob@company.com call Umbrella Inc today before the lead goes cold.
No activity logged in 45 days while in 'Contract Sent' (threshold 14d).
Impact · $50,000 deal × 40% estimated loss probability for a pipeline stagnation leak.
rep.bob@company.com should send a re-engagement note to Umbrella Inc surfacing a new proof point.
First outreach lagged lead creation by 24h (threshold 2h).
Impact · $75,000 deal × 80% estimated loss probability for a speed to lead leak.
Have rep.carol@company.com call Hooli today before the lead goes cold.
No activity logged in 18 days while in 'Proposal' (threshold 14d).
Impact · $75,000 deal × 40% estimated loss probability for a pipeline stagnation leak.
rep.carol@company.com should send a re-engagement note to Hooli surfacing a new proof point.
Closed-Won 5 days ago with no kickoff call scheduled (threshold 3d). Onboarding has not started.
Impact · $120,000 deal × 30% estimated loss probability for a handoff failure leak.
rep.alice@company.com should book the kickoff call with Stark Industries this week to start onboarding.
Closed-Won 4 days ago with no kickoff call scheduled (threshold 3d). Onboarding has not started.
Impact · $90,000 deal × 30% estimated loss probability for a handoff failure leak.
rep.bob@company.com should book the kickoff call with Wayne Enterprises this week to start onboarding.
Deterministic checks live in config.py — deliberately separate from the engine so they can be retuned per company without touching detection code.
Time between lead creation and first outreach
Win rates collapse the longer a fresh lead sits untouched.
Days since last activity on an open opportunity
A deal nobody has touched in weeks is quietly dying.
Closed-Won deals with no kickoff call scheduled
A paid customer with no onboarding is a churn risk on day one.