A vectorized memory layer gives agents shared context

If agents keep relearning the same business rules, the company is paying the context tax over and over.

Where it removes work

• Recurring tasks start with stronger context
• Past decisions are easier to retrieve
• Less dependence on chat history archaeology

What Sysmatic would build

• Capture durable facts from real work
• Embed and index memory entries
• Expose retrieval through an MCP tool with citations