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Revenue Intelligence
Deal Probability Calibrator Agent
Recalibrates stage probabilities with real win rates.
Updates HubSpot deal stage probabilities using historical conversion, cycle time, and deal velocity by segment.
Operate
Build
Available
Verified
Oath
Deliver recalibrates stage probabilities with real win rates. with measurable outcomes.
Quick facts
Engagement modelBuild
Lead time3-5 weeks
Best teamsSales, RevOps, Finance
Stack fitHubSpot · Snowflake · Looker
Hire this operator to ship decisions with auditability baked in.
Operator spec
Inputs → decisions → outputs
Every agent follows a deterministic pipeline so your team can audit what was used and why it acted.
Inputs
- HubSpot records + history
- Snowflake engagement signals
- Historical outcomes by segment
Decisions
- Calibrate forecasts
- Surface conversion risk
- Highlight pipeline anomalies
Outputs
- Stage probability matrix
- Forecast accuracy lift
- Deal health alerts
Delivery
What you get
Every engagement includes monitoring, governance, and a clear audit trail from day one.
Deliverables
- Stage probability matrix
- Forecast accuracy lift
- Deal health alerts
Stack + integrations
HubSpot
Snowflake
Looker
We adapt to your exact data model and tooling. Custom connectors available on request.
hubspot
probability
forecasting
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