Zabito AI

Overview

Zabito AI is a specialized legal assistant designed to navigate the complexities of property, real estate, tenancy, and succession laws in Sindh, Pakistan. Developed as a Final Year Project at FAST NUCES, it leverages Retrieval Augmented Generation (RAG) to provide accurate, citation-backed legal guidance.

Focus Areas

1. Property & Real Estate: Navigating ownership disputes, transfer processes, and documentation requirements.
2. Tenancy Laws: Clarifying rights and obligations for landlords and tenants under local statutes.
3. Succession: Automating the calculation of inheritance shares according to legal frameworks.

What came out of it

• Democratizes access to legal information regarding property/tenancy.
• Handles queries in English (and potential for Urdu/Sindhi support).

Build details

What shaped the work

• High accuracy required for legal advice.
• Must handle complex local property laws specific to Sindh.
• Transparent sourcing of legal clauses.

Decisions along the way

Retrieval Agented Generation (RAG)

LLMs alone hallucinate legal facts. Using RAG grounded in official legal texts ensures accuracy.

Keeping it reliable

• Citation of specific legal clauses for every answer.
• Disclaimers and limitations clearly communicated.

Build notes

Sep 12, 2025

RAG engine cites actual law for the first time

Finally got the retrieval pipeline to cite specific Sindh tenancy clauses. No more hallucinated statute numbers.

Nov 30, 2025

Semantic router handles Urdu queries

Added multilingual routing so Urdu property questions hit the right legal corpus. Small win, huge impact.

Jan 15, 2026

Lip-sync avatar prototype

Hooked up a talking-head avatar driven by TTS audio amplitude. Legal advice now has a face. Users love it.

Where it goes next

• Expansion to criminal law domain.
• Multilingual support (Urdu/Sindhi).