Content par jayen

Legal operations

Reference build

Contract review against a playbook, 58% faster

An agent that reads contracts, compares each clause against a standard playbook and flags deviations with the reasoning attached — so review starts from a shortlist rather than page one.

58%less review time

Aik nazar mein

Muddat
17 hafte
Team ka hajm
1 fard
Muahide ki naueeyat
Nayi tameer
Project ki qism
AI aur automation
Shoba
B2B SaaS

Soorat-e-haal

Challenge kya tha

Contract review is mostly confirming that standard clauses are standard. The value is in the deviations, but finding them means reading everything — and a tool that summarises without citing gives a reviewer nothing they can act on.

Hum ne kya kiya

Clause-level comparison against an explicit playbook, with every flag anchored to the text that produced it.

Wo faisle jo aham the

  • Clause segmentation before comparison

    Contracts are segmented into clauses and compared individually against playbook positions, so a deviation is located rather than merely described.

  • Every flag cites its source text

    A reviewer needs to verify in seconds. An uncited flag costs more to check than it saves.

Kya badla

reduction in review time
58%reduction in review time
of flagged deviations carry cited clause text
100%of flagged deviations carry cited clause text

Review time down 58%, with every flagged deviation carrying the clause text and playbook position that triggered it.

Istemal shuda khidmaat

  • Clause segmentation and playbook comparison engine
  • Deviation flagging with cited source text
  • Reviewer workflow and audit trail

Hum kya mukhtalif karte

Har mansoobe mein aisi aik baat hoti hai. Ise shaya karna hi asal nukta hai — jis case study mein koi pachhtawa na ho wo saboot nahi, tashheer hai.

The playbook is the product. The quality of the output tracked the precision of the written positions far more closely than it tracked anything about the model.

Istemal shuda khidmaat

Mazeed kaam

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