Revenue forecasting with auditable assumptions
Deal Intelligence & RevOps
HubSpot-native deal intelligence with buying-signal analysis, pipeline risk forecasting, competitive context, and next-best-action briefs for open opportunities.
Key Capabilities
Deal Health Scoring
Score every opportunity against engagement, fit, buying intent, and delivery risk with CRM-ready reasoning.
Buying-Signal Analysis
Analyze calls, emails, notes, and stakeholder activity to surface momentum shifts before they become forecast surprises.
Competitive Context
Generate deal-specific battlecards and positioning briefs grounded in your current competitors and open opportunity context.
Pipeline Forecasting
Produce confidence-aware forecast and slippage signals with stage, timing, and risk factors combined in one RevOps view.
Rep Coaching
Turn weak signals into next-best-action plans for reps, managers, and handoffs without forcing teams into a black-box sales bot.
CRM-Native Output
Push structured summaries, risk notes, and recommended actions back into CRM systems where sales teams already work.
How It Works
Sync Opportunity Data
Connect HubSpot or Salesforce, pull open opportunities, and bring in recent calls, emails, notes, and account context.
Run Parallel Analysts
Deal scoring, engagement intelligence, forecast risk, competitive context, and rep coaching run in parallel on the same opportunity.
Review the Brief
Inspect the synthesized RevOps briefing, confidence signals, and recommended next steps before teams act.
Push Back to CRM
Write structured notes and action plans back to your CRM, then monitor pipeline health over time with contextual memory.
Technical Stack
Ready to build production
Self-host in minutes with Docker, or use the cloud. Either way, you own your data and your models.