Identify durable human-handoff adoption signals
Teams often want agents to help with consequential work without asking them to finish it alone.
The useful boundary may sit between faster automation and preserving meaningful human judgment.
“We don’t need the agent to own the decision—we need it to stop cleanly and bring the right context.”
Marta Fraser · Staff Software Engineer
Builds a procurement-assistance agent used by employees to prepare, but not finalize, vendor requests.
What pulls against what
- reusable primitives vs. opinionated workflow value
- autonomy expansion vs. human accountability
- thin signals vs. directional commitment
- broad demand vs. focused wedge
What is at stake
A broad handoff vision can become vague infrastructure. A focused, testable wedge can help teams safely expand the work their agents support
Why Algolia
At Algolia, this can matter because enterprise agents often need to remain helpful when confidence alone is not enough to proceed.
Written for
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.