Operations
A practical framework for turning automation ideas into useful operating rhythms.
Start with friction, not features
The strongest agent workflows begin with a repeated decision, a handoff, or a queue that slows the team down. Map that moment first, then decide what the agent should prepare, check, or complete.
Adoption improves when the workflow feels like a teammate rather than a tool. Keep the output explainable, make escalation obvious, and let people tune the last mile.
Ship in loops
A small workflow that runs daily will teach you more than a complex demo. Launch a narrow path, measure exceptions, and expand only after the team trusts the result.
The best systems improve quietly: fewer status meetings, cleaner summaries, and decisions that arrive with the right context already attached.