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Bringing AI in at Harvey

Trace citation failures while engineers still own the release

You’re the software engineer. Your team is in the room. Printed Oct 20, 2026.

Citation failures demand fast diagnosis without letting generated theories become release decisions.

Engineers need a coherent chain of evidence while legal accuracy requires every proposed cause to remain reviewable.

Who you’d be doing this for

“I had the authority open, and the answer still leaned on it for something it didn’t say.”

Korku Kone · Litigation Associate

Uses source-linked research answers to prepare drafts and verify authorities before partner review.

What is at stake

Citation-grounded answers sometimes point lawyers to authorities that do not support the conclusion. You must decide what AI can assemble and what engineers must verify before a fix ships.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • faster triage vs verified root cause
  • cross-service context vs permissions-aware evidence
  • AI ranking vs engineer accountability
  • diagnostic coverage vs production stability

Why Harvey

Citation-grounded drafting depends on reliable retrieval and AI orchestration across the services that produce source-linked legal work.

Written with these in mind

systems-minded forward deployed engineerAI reliability practitionerproduct-oriented incident investigator

Not your kind of problem? 43 more at Harvey, or browse every organization.

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.