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نموذج مرجعي

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

لمحة سريعة

المدة
17 أسبوعاً
حجم الفريق
1 شخص
نوع التعاقد
بناء جديد
نوع المشروع
ذكاء اصطناعي وأتمتة
القطاع
B2B SaaS

الوضع

التحدي

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.

ما الذي فعلناه

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

القرارات التي صنعت الفارق

  • 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.

ما الذي تغيّر

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.

الخدمات المستخدمة

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

ما الذي كنا سنفعله بشكل مختلف

لكل مشروع واحدة من هذه. ونشرها هو المقصد — فدراسة حالة بلا ندم فيها تسويق لا دليل.

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.

الخدمات المستخدمة

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