What We Owe the Record

When a junior associate writes a memo, a partner can reconstruct how the thinking went: the research trail, the drafts, the margin notes. The process is auditable because the process is human. When a model produces the analysis, the trail evaporates — unless someone builds it on purpose.

Bar associations have been plain about the direction of travel: the duty of competence extends to the tools you use. 'The system produced it' will not answer a court's question any better than 'the intern did it' ever did. Responsibility does not delegate downward to software.

If you cannot show your work, you did not do the work — that standard will not soften for machines.

The audit trail is the product

This is why we built Opposia's Govern layer to treat accountability as architecture rather than policy. Every finding carries its provenance: which agent raised it, what it read, what it relied on, and what would falsify it. A risk committee can read it. So can a client. So, if it ever comes to it, can a court.

There is a practical dividend beyond compliance. Teams that can see how a conclusion was reached argue about substance instead of provenance. Review meetings get shorter. Sign-off gets faster. Trust stops being a vibe and becomes a file.

The record has always been the lawyer's final product. AI doesn't change what we owe it — it changes how deliberately we have to build it.