Systems
Agentic systems with review rails, escalation paths, and visible state.
Multi-agent work only survives contact with reality when ownership, recovery, and system state are visible to humans.
What this looks like
We build reviewable agentic systems that do not disappear into prompt fog.
That usually means browser automation, queue-aware orchestration, operator checkpoints, and a fallback story that still works when the model is uncertain.
Typical engagement
- map the real workflow and handoff points
- define where an agent can act alone and where it must escalate
- expose system state in a control surface instead of hiding it
- build recovery paths so retries are explicit rather than magical
Output
Teams end up with a legible working system, not a loose collection of prompts and screenshots.
Case studies