For firms
Two drafts, equally polished. Only one associate understood the problem.
AI made that possible, and it has made judgement much harder to read from the work itself. Nothing has gone wrong inside your firm. The finished document has simply stopped carrying what it used to.
The evidence is there. It has never been kept.
What gets recorded today
- The final work product
- A qualification and a year of admission
- A performance review, months later
- Whatever a supervisor happens to remember
What nobody can show
- That the source was checked before the proposition went in the draft
- What was considered and rightly ruled out
- Who did the thinking when AI did the drafting
Simulated work, real work, one record.
Evidence in
Realistic matters, run safely
Built from the firm's own work: the instruction, the documents, the missing information, the fact that changes halfway through. The lawyer decides; BENCH records what they did and why.
Evidence in
The real work, permissioned
Instructions, drafts, the sources relied on, reviewer comments, partner redlines and the final product. Matter-scoped, and only what the firm already holds.
Assessment
Read against the firm's own standard
Not a competence framework BENCH authored. The reviewers, the values and the review practices are the firm's.
The Twin
A picture that keeps moving
What someone can own, where review is still needed, where performance holds across contexts, and what should be tested next. It can move down as well as up.
The decisions this changes.
Capability is not a list of separate skills. Weak verification undermines judgment however sound the reasoning above it, and strong issue spotting stops mattering if prioritisation is poor. The record holds those relationships, which is what lets it answer a real question.
Staffing
Who is ready for this matter, and who would be ready with a checkpoint on it.
Allocation stops being a rota and starts being a decision.
Autonomy
Review comes off when the record says it has been earned, rather than when someone gets round to noticing.
Independence arrives on evidence instead of on tenure.
Progression
A case built on evidence that can be shown to the person it is about, and argued with by them.
Progression discussions have something to disagree about.
What a pilot looks like.
Request a demoOne team, one practice area
Not a firm-wide rollout. A group small enough that the results are legible and the disruption is close to nothing.
A term, not a year
Simulations built from the firm's own matters, run alongside real work rather than instead of it.
What comes back
A capability picture for each person, given to them as well as to you, a view across the team, and an honest account of where the evidence was too thin to say anything.