Solutions
Use cases that justify the platform
Use cases turn technology into outcomes. Below are patterns we see repeatedly—each can be staged from pilot to production with clear metrics (industry examples span fraud detection, forecasting, copilots, and document intelligence across sectors).
Popular patterns
Mix and match—most enterprises pursue a portfolio rather than a single silver bullet.
Customer copilots & support
Retrieve answers from policies and tickets; escalate cleanly to humans with full context.
Forecasting & planning
Demand, workforce, and capacity models with explainability for planners.
Risk & compliance analytics
Anomaly detection, screening workflows, and audit-friendly decision traces.
Developer & ops productivity
Internal assistants, incident summarization, and test generation with guardrails.
How to prioritize
We recommend scoring use cases by value, data readiness, feasibility, and compliance effort—then sequencing so early wins fund harder transformations.
- —Shared data foundations reduce marginal cost for the next use case
- —Reuse evaluation and monitoring patterns across LLM features
- —Executive dashboards connect adoption to P&L levers