Technology
Powered by graph + vector + RAG, so every answer traces back to its source
What it is
Six capabilities that keep legal AI accurate, explainable and under your control
01
Context, not keywords
Only official and authoritative sources. The graph maps legal relationships in acts, subsidiary legislation, and case law. Vectors provide semantic understanding of provisions and concepts.
Thanks to this structure, every reasoning step is traceable, with sources and legal links.
02
Always authoritative
Retrieves the most relevant legal contexts through vectors and enriches them with related provisions through the graph, ensuring authoritative, verifiable answers.
03
Arguments you can verify
The system asks clarifying legal questions to close information gaps, like a human lawyer would. Multi-chain agents simulate different professional roles to refine the query before producing the answer.
04
Always up to date
We select, test and upgrade the models behind every answer, so you get the best results without choosing or maintaining anything.
05
Compliance by design
Enterprise-grade encryption and compliance, with Singapore-localized data control.
06
Plug into your tools
Connects to CRM, DMS and other systems. Available as API/MCP, plugins or a standalone platform.
The engine
From raw documents to reasoning with traces
01
Documents are uploaded, normalized, and enriched with metadata.
02
Statutes, regulations and precedents are connected into a structured legal knowledge graph.
03
Embeddings capture semantic meaning, context, and relationships across legal concepts.
04
Real-time search for the most relevant authoritative sources: statutes, cases, commentary.
05
Structured step-by-step argumentation, always with citations.
06
We select, test and upgrade the AI models for you, so you never have to choose or maintain one.
Why it’s better
Integration options
Use LAWLAH the way your practice already works
Option 1
Bring verifiable legal answers into your own products and agents through the API or MCP.
Option 2
Connect LAWLAH to the CRM, DMS and knowledge systems your team already uses.
Option 3
Use LAWLAH directly as a complete legal research and document review workspace.
Security
Secure by design, with full control over your data
Encryption
Your documents and queries are protected with enterprise-grade encryption.
Data residency
Your data stays under Singapore-localized control.
Compliance
Compliance by design, with full control over your documents and data.
