Industry & Architecture Application Blueprints

Solving Real Agent Memory Failure Modes

Select your agent architecture domain to see how MemHouse eliminates hallucinations, context window overflow, state loss, and tenant data leaks.

Regulated Financial & Legal Agents

Industry Pain Point

AI acting on unverified or hallucinated knowledge in environments where a single financial calculation or contract mistake costs millions in regulatory fines.

The MemHouse Fix

Human-in-the-Loop Curation: Extracted financial liability caps and agreement terms are placed in a Held state until a compliance officer clicks "Approve".
Provenance Tracking: Every answer the agent gives includes exact citation metadata pointing back to the original ingested SEC filing, timestamp, or legal contract.

Ready to integrate MemHouse into your agent stack?

Plugs into Python (LangGraph/CrewAI), OpenClaw, Hermes Agent, or any REST/MCP client in minutes.

Read Documentation