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AtlasRepo

WazehTerms: An AI Contract Reviewer That Shows the Evidence Before It Raises a Concern

Description and use

WazehTerms is an evidence‑first contract review assistant that extracts, verifies, and compares employment terms, retrieving official sources via Sanity Context and presenting source‑backed findings to workers in Pakistan considering UAE employment.

Problem

Workers in Pakistan considering private‑sector employment in the UAE need to understand the actual terms of their job offers and employment contracts before signing.

Outcome

WazehTerms provides evidence‑first contract review, enabling workers to see source‑backed concerns and uncertainty rather than generic legal claims.

Workflow

  • Choose a sample contract
  • Extract terms with Gemini and evidence
  • Verify extracted values with user
  • Compare offer and contract deterministically
  • Retrieve candidate passages via Sanity Context
  • Verify retrieved evidence against structured Sanity rules
  • Present evidence‑backed findings

Evidence

WazehTerms is an evidence‑first employment‑document review assistant for people in Pakistan considering private‑sector employment in the UAE.

Source

It helps a worker understand what their job offer and employment contract actually say before signing.

Source

The system: extracts important employment terms with page‑level evidence; lets the user review and correct extracted values; compares offer and contract terms deterministically; retrieves potentially relevant official sources through Sanity Context; verifies retrieved evidence against structured Sanity rules before raising a source‑backed concern; separates confirmed mismatches, missing information, questions, and uncertainty instead of producing a generic “safe/legal” verdict.

Source

The current release contains 44 approved published records: 2 authorities, 6 source versions, 3 rules, and 33 contract‑field definitions.

Source

  • Record date: 2026-10-05T08:10:45.517Z