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Sales / RevOps / Revenue

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.

5parallel analysts
pipeline active
pipeline active
DEAL INTAKECRM + callsBUYING SIGNALSengagementPIPELINE RISKforecastREVOPS BRIEFnext best actionScoreCompeteCoachStageRiskTimingdeal focus5 analysts in parallelcrm-native outputs

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

01

Sync Opportunity Data

Connect HubSpot or Salesforce, pull open opportunities, and bring in recent calls, emails, notes, and account context.

02

Run Parallel Analysts

Deal scoring, engagement intelligence, forecast risk, competitive context, and rep coaching run in parallel on the same opportunity.

03

Review the Brief

Inspect the synthesized RevOps briefing, confidence signals, and recommended next steps before teams act.

04

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

LLM Pipeline
Parallel Fan-Out
Knowledge Grounding
Entity Memory
Sandbox Execution
Approval Gates

Ready to build production

Self-host in minutes with Docker, or use the cloud. Either way, you own your data and your models.

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Self-hosted option available
Minimal vendor lock-in