The Unified Reasoning Engine
The control loop for enterprise AI decisioning and agents
Read the docs (opens in new tab)Impactful enterprise AI applications have in common that their outputs can be verified against data and rules.
That foundation has been missing in AI applications built on large-scale tabular data:
- Tabular AI models are often black boxes
- Legacy interpretability tools are unreliable
- Recommendations are not grounded in the data
The Unified Reasoning Engine is the verification loop for Tabular AI decisioning and agents.
End-to-end reasoning capabilities
Intelligence
Build and optimize the best Tabular AI models (including tabular foundation models and transformer-based time series models) towards mission-critical business metrics.
- Broad Tabular AI model access
- Managed data and AI infrastructure
- Multi-metric model optimization
Interpretability
Turn black-box tabular model intelligence into actionable business context for AI decisioning, automation, and governance.
- Global decision drivers
- Individual decision drivers
- Data efficiency diagnostics
Verifiability
Validate the correctness of model interpretations, identify actionable recourse, patterns and trends.
- Verification scenarios
- Verified reason codes
- Decision patterns and trends
Customers choose OuterProduct for
AI decisioning uplift
Ship models optimized for the business metrics you care about.
Reliable automation
Verify that all AI outputs are fully traceable back to models and data.
Actionable intelligence
Unlock reasoning and data-driven recommendations across large-scale tabular data.