Automate the work
nobody should be doing.
Agents, internal assistants and workflow automation that plug into the tools you already use — scoped around measurable hours saved, not novelty.
Where it pays off
We look for work that is high-volume, rules-based and currently done by hand.
We do not ship an agent we cannot measure. Every workflow gets an evaluation suite before it goes near production.
What we build
How we scope it
Three stages. You can stop after the pilot.
We map your processes and rank them by hours saved against effort to automate.
One workflow, built and measured against real cases before wider commitment.
Production deployment with logging, alerting, a runbook and team training.
Human in
the loop
Anywhere the stakes are high, a person approves the decision. Confidence thresholds route uncertain cases to a review queue instead of guessing, and every action is logged so you can audit what the system did and why.
Other practices
Most engagements combine two or more of these.