Success Stories
WhatsApp Legal Assistance Chatbot
Our client had built a substantial library of legal documents — covering workplace harassment, discrimination law, and pay gap legislation — but had no way to make that content accessible to the thousands of people who needed it. Users seeking legal guidance either waited days for a staff response or left without answers. Staff time was consumed by repeat queries already answered in existing documents.
Legal Aid & NGOs
Legal guidance organization
RAG-powered WhatsApp chatbot
Multi-NGO deployment

15
NGOs served
20-50
Daily queries automated
0
App downloads required
24/7
Instant legal guidance
The Challenge
Our client had built a substantial library of legal documents — covering workplace harassment, discrimination law, and pay gap legislation — but had no way to make that content accessible to the thousands of people who needed it. Users seeking legal guidance either waited days for a staff response or left without answers. Staff time was consumed by repeat queries already answered in existing documents.
Specific problems the team was dealing with:
- Staff answering the same legal questions repeatedly via email and phone
- Users unable to navigate dense legal and policy documents independently
- No capacity to scale guidance across 25 NGO institutions without hiring more staff
Our Solution
We built a RAG-powered legal assistance chatbot deployed on WhatsApp — converting the client's entire legal document library into an always-available, conversational resource accessible on any mobile phone.
Results
- 20–50 queries per day handled automatically, with no staff involvement for routine legal questions
- Deployed across 15 NGOs — 15 institutions served from one system
- Instant access to guidance for users who previously had no realistic path to professional legal help for quick queries
Process
Document vectorization
Contextual answer generation
WhatsApp deployment
Users gained instant access to guidance that previously required staff time or days of waiting.

Client team
Legal support program
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