Top LLM Use Cases

Practical use cases with realistic model selection patterns.

Customer Support

Use a high-quality model for escalations and a low-cost model for first-pass triage.

Use top coding-capable models for implementation and refactoring assistants with policy filters.

Batch summarize tickets, invoices, and updates with cost-optimized models and strict validation.

Prefer high-context, careful models with auditable prompts and human-in-the-loop approval.

Use de-identification pipelines and model gating. Keep clinical decision-making outside autonomous LLM action.

Use retrieval + deterministic validators to reduce hallucinations in reports and internal analyses.