Orion Systems · Technology · Data & AI
Enterprise AI for product intelligence
Production AI platform transforming product usage data into actionable intelligence for sales and product teams.
AI intelligence pipeline
8-month engagement
3.2×
Faster insight generation
22%
Reduction in churn
87%
Model accuracy
Challenge
Orion Systems collected vast product telemetry but lacked the infrastructure and models to turn usage patterns into predictive insights for customer success and product development.
Approach
We assessed high-value AI use cases, built a governed data platform, and deployed production ML models with monitoring and feedback loops from day one.
Solution
An AI intelligence layer with feature pipelines, churn prediction models, usage-based segmentation, and executive dashboards integrated into existing CRM workflows.
Impact
Measurable outcomes
3.2×
Faster insight generation
22%
Reduction in churn
87%
Model accuracy
6
Production AI models
Timeline
Project timeline
Discover
Stakeholder interviews, current-state assessment, and success metric definition.
Key outcomes
- Production MLOps pipeline from pilot to scale
- Predictive churn and expansion models
- AI governance framework for future use cases
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