Saneil Suri
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Matter Context Engine

A shared context engine at StrongSuit that pulls the right information from a legal matter's documents, memory and tasks, and powers nearly every module of the platform.

Context
StrongSuit
Date
Subject
Legal AI, Context engineering, Agent memory

Overview

A legal matter builds up a lot of material over time: pleadings, discovery, correspondence, notes, deadlines and tasks. Each AI feature on StrongSuit needs the right slice of that material, and each one used to collect it in its own way. The matter context engine replaces that with one shared service that every module asks for context.

What it does

  • Retrieves relevant information from a matter's documents, its accumulated memory, and its open tasks.
  • Serves that context to nearly every application module, so drafting, research, onboarding and the matter portal all start from the same understanding of the case.
  • Gives the agents a memory that persists across sessions, so they don't start from zero each time.

My role

I designed and built the engine as a Senior Full-stack / GenAI Engineer, and I owned much of the product side as well: deciding what context matters for each workflow and how it should appear to users in the matter portal.

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