Manufacturing
Azure
Solutions
RAG
AI Memory & Refinement Service
The challenge
AI assistants forget everything between sessions, and memory systems that simply accumulate detail degrade in quality as they grow.
What we built
We built a memory system that retains user detail across sessions, paired with a refinement service that runs outside working hours and lets the AI curate its own memory, pruning to what stays relevant rather than accumulating indefinitely. It became one of the two most-used tools in the company.
See all work