Enterprise software
Multi-agent operations pipeline
- Problem
- Cross-team workflows stalled in handoffs — too many manual reviews and inconsistent routing between systems.
- Approach
- Designed specialist agents with tool access and explicit human checkpoints; implemented observability for each step.
- Outcome
- Faster cycle time on recurring operational bundles and clearer accountability between teams.
Public sector
Governed retrieval over policy and program knowledge
- Problem
- Staff needed answers grounded in authoritative sources across documents that change frequently.
- Approach
- Hybrid retrieval with citation-first responses, evaluation hooks, and review workflows aligned to governance expectations.
- Outcome
- Reduced “search thrash” and fewer escalations for repeatable policy questions.
Financial services
Compliance-aware automation
- Problem
- High-volume operational tasks needed automation without sacrificing traceability or controls.
- Approach
- Automated repeatable paths with audit trails; sensitive actions routed through approval queues and retained logs.
- Outcome
- Lower manual throughput bottlenecks while keeping risk review in the loop.