What We Are Building
ContextVault exists to stop useful AI work from disappearing every time a conversation ends. When a team learns something once, that memory should be available to the next person, the next model, and the next workflow without rebuilding context from scratch.
The product is deliberately narrow. It is not trying to be a generalized AI platform, knowledge graph, or orchestration layer. It is a shared memory system with tenant isolation, group visibility controls, and deterministic retrieval.
Who It Is For
The target customer is not just developers. We are building for small businesses and operational teams that already use AI in daily work but do not want to manage folders full of markdown, brittle prompt libraries, or ad hoc memory hacks.
That includes developers, client services teams, operations managers, legal teams, contractors, and other businesses that benefit from reusable answers and consistent process memory.
How We Think About The Product
ContextVault is retrieval-first. It stores shared memories once and makes them reusable across MCP-compatible clients and future integrations.
We care about predictable behavior, low operational overhead, and clear access control. Organizations, groups, seats, and billing limits are enforced server-side rather than implied by UI alone.