Fallom Use Cases
1
Production monitoring and debugging: Observe every LLM call and multi-step agent execution in production to trace failures, reproduce bugs with full prompt/output context, and reduce MTTR.
2
Cost management and model optimization: Track per-call costs and attribute spend by model, user, or team to identify expensive patterns, compare model efficiency, and optimize usage.
3
Compliance & auditability: Maintain immutable audit trails with model versioning, consent tracking, and logs to support regulatory compliance, internal audits, and data governance.