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AI Agent Development & Engineering · Dubai · Sharjah · UAE · 08 / Industries

Legal & professional

Contract review, discovery and precedent.

THE GROUND

Contract review, discovery and precedent search, where a confident wrong answer costs more than no answer.

Legal work is reading — at a volume where reading everything is impossible and skipping anything is unacceptable. That is a poor fit for a system that answers confidently regardless of whether it knows, and a good fit for one built to cite, to hedge, and to say plainly when the answer is not in the documents.

WHAT GETS IN THE WAY

Where the work stalls.

01

Review volume

Contracts and disclosure sets that must be read closely, arriving in quantities that make close reading of all of it impossible.

02

Finding the precedent

The relevant clause or matter exists somewhere in the firm's own history, and finding it depends on remembering it.

03

The cost of a confident error

In this work a plausible wrong answer is worse than no answer, because it is the one nobody thinks to check.

WHAT WE BUILD

Built for this sector.

Contract reviewClauses extracted and compared against your positions, with deviations flagged and quoted rather than summarised away.
Discovery searchLarge disclosure sets searched by meaning rather than keyword, every result opening at the passage it matched.
Precedent retrievalYour own precedent bank made answerable, with citations to the matter and clause, and silence where there is no good match.
Matter intakeIncoming documents classified, conflict-checked and filed, with anything ambiguous held for a person rather than routed on a guess.

MEASURED

What it changed.

Figures from the projects on this page, as reported by the teams running them.

8×

Faster first pass

100%

Answers with citations

10×

Faster precedent search

100%

Permission-aware

01 / Selected work

In this sector.

All work

02 / Other sectors

03 / Get in touch

Tell us what your sector makes expensive.