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Predictive Analytics

See What's Coming Before It Hits the Forecast

Predictive models, lead scoring, churn risk, and forecasting, built on your own data, so your team acts on signal instead of gut feel.

Your CRM data Predictive model Scores & risk flags Prioritized action

Where Guesswork Costs You

Reactive, Not Proactive

You find out a deal slipped or a customer churned after it has already happened.

Gut-Feel Scoring

Lead and account priority is based on opinion, not on what actually predicts conversion.

Forecasts You Can't Trust

Roll-up forecasts swing wildly because they are built on rep optimism, not data.

Predictive Analytics Services

From hindsight to foresight

Predictive Lead & Account Scoring

Models that rank leads and accounts by real likelihood to convert.

  • Signal analysis
  • Model training
  • CRM integration
  • Continuous tuning

Churn & Risk Prediction

Flag at-risk customers early enough to actually save them.

  • Usage signals
  • Risk scoring
  • CS alerts
  • Playbook triggers

Revenue Forecasting

Data-driven forecasts that hold up in the board meeting.

  • Pipeline modeling
  • Scenario analysis
  • Accuracy tracking
  • Rep vs model

Model Ops & Governance

Keep models accurate, explainable, and trusted over time.

  • Monitoring
  • Drift detection
  • Explainability
  • Retraining

Frequently Asked Questions

Do we have enough data for predictive models?

Usually yes. Even a few thousand historical records can produce useful scoring. We start with what you have, validate accuracy honestly, and expand as the data grows, no black boxes.

How is this different from the AI scoring in our CRM?

Built-in scoring is a black box tuned on generic data. We build models on your data, show you what drives each score, and tune them to your ICP and sales motion.

Want to Predict Instead of React?

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