Memory Fabric
Silkyware turns your documents, decisions, processes and know-how into a living organizational memory — so people and AI agents can always work with the latest truth.
No more stale wikis. No more lost decisions. No more “ask the one person who knows.”
Upload policies, project documents, decisions, meeting notes and process descriptions. Silkyware structures them into a living memory layer that your team and AI agents can query, update and rely on — without the knowledge becoming stale.
Connect or upload your existing documents, decisions and process knowledge.
Silkyware structures that knowledge into a living memory layer.
When something changes, the memory updates with history and traceability.
Your team — and your AI agents — can ask questions and get grounded answers.
A project team uploads requirements, meeting notes, design decisions and change requests. Months later, someone asks:
“Why was this decision made, what documents support it, and has anything changed since?”
Silkyware answers from the organization's own memory, shows the source documents, and highlights outdated or conflicting information.
Silkyware gives your organization a memory layer that stays useful after the first upload.
Silkyware is especially useful when decisions, requirements, documents and responsibilities change over time — and when outdated context creates risk.
Everyone says AI will soon run large parts of white-collar work. It can't yet — and not because the models are too weak.
What your organization knows and how it actually works lives in people's heads and scattered documents. AI cannot act on knowledge it can't reach.
The organizations that win will be the ones whose processes and knowledge exist as a structured, living representation. That foundation is what we're building.
Under the hood, Silkyware combines knowledge graphs, vector search, document storage, version history and composable AI skills — one fabric, woven from the right tool for each kind of memory.
Memory Fabric exists and runs today — in active development, not a slide deck.
Your memory is built from your documents, for your organization — not generic internet knowledge.
Nothing is silently lost; every change is recorded and can be traced back.
Built by engineers with experience in payment infrastructure, workflow engines and large-scale project environments.
Created for teams that need AI to work with reliable internal context, not guesses.
We are looking for early design partners with scattered documents, changing processes, stale internal knowledge, or early AI-agent initiatives. Partners get early access, a direct line to the founders, and real influence over what gets built.