The setting
is an AI platform for legal work, used by law firms and the legal teams of companies. is its software that uses AI agents to draft, negotiate, review, and manage contracts.
Recorded readiness and actual independence diverge just before experienced reviewers leave.
Releasing six reviewers protects another assignment, while retaining them protects contract review coverage.
Who you’d be doing this for
“Yesterday I finished four reviews, then waited for someone to check every exception. Tomorrow that person moves off our work.”
Ama Babajide · In-House Commercial Counsel · a character in this brief
Works in one of the two groups scheduled to lose access to experienced reviewers after the transition.
What is at stake
Two legal groups still depend on six reviewers who leave tomorrow. You must weigh a binding staffing commitment against evidence that completed reviews still conceal specialist help.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- recorded completion vs independent capability
- contract coverage vs a binding staff reassignment
- broad adoption vs demonstrable readiness
- fast agreement vs costly verification
Why Harvey
Agent-assisted playbook reviews count as activity even when experienced lawyers still supply the judgment needed to finish them.
Written with these in mind
Not your kind of problem? 56 more at Harvey, or browse every organization.
Where the organization context comes fromThe postings this brief was written from, and the reporting read before it.
The organization context comes from public information. The situation and characters are written for the brief.
Job postings it was written from
Public descriptions of the work at Harvey. They are listed as sources, not as openings. The lines under a posting are its own words, where it meets this brief.
- Legal Engineer (Law Firm, Corporate) (opens in a new tab)
- Legal Engineer, Mexico (opens in a new tab)
- Whilst we do use AI to help improve efficiency in our recruitment process, we do not rely on AI to make any automated decisions and ensure that a human reviews AI output.
- Identify and prioritize opportunities to deliver impact with Harvey across legal teams, supporting both individual users and broader adoption initiatives.
- Legal Engineer (Law Firm, Litigation/Regulatory) (opens in a new tab)
- Legal Engineer Manager, Germany (opens in a new tab)
- Harvey’s Legal Engineers are skilled lawyers from top-tier law firms who apply their legal experience to ensure that current and prospective customers understand how Harvey’s solutions enhance specific day-to-day workflows, working alongside Harvey’s Account Executives to support all aspects of our sales strategy.
- Partner closely with Account Executives and GTM leadership to prioritise pipeline, develop deal strategy, and support conversion on complex or strategic opportunities
- Customer Success Manager, Enterprise, EMEA (opens in a new tab)
- An opportunity to contribute to the growth and direction of our rapidly-evolving Customer Success program, building out best-in-class playbooks and processes.
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.
Where similar work appears
Other live briefs connected to this one, and what connects them.
Similar problems at other organizations
Like this one, each of these is about an irreversible change forced by a fixed date.
Overflow support capacity expires while a rehearsal casts doubt on specialist coverage.
You must weigh an irreversible capacity release against a $420,000 renewal that displaces planned Engineering work.
Approval workflows across 240 customer projects are paused after owners changed roles.
You must weigh immediate delivery continuity against an access decision the customer cannot casually undo.
A subsidiary loses shared Oracle access tonight with three of 12 reporting workloads still crossing the separation boundary.
You must weigh reporting continuity and renewal value against a data boundary the customer's security sponsor will not relax.
The same setting, from another role
Each is set around Harvey’s Contracts, written for a different role. They’re separate briefs, not the same scenario.
Fewer lawyers keep coming back to contract review in Word each week, even as more of them try it for the first time.
You decide whether the AI may rank a release as the leading explanation when release exposure and user tenure point in different directions.
Business owners needed another explanation for 11 of 18 contract decisions in discovery.
You must choose what a new decision experience preserves, what it simplifies, and whether customers will return to it.
Lawyers could lose usable histories for 1,200 active contract reviews in 48 hours.
You must weigh continuity in live negotiations against carrying uncertain verification claims past an irreversible cutover.