Pensieve gives agents company memory

The pitch is right: most agent products are still blind without a company memory layer. Pensieve is trying to become that layer, which is a smarter bet than another generic chat wrapper.

• –MCP gives agents tool access; Pensieve is aiming to supply the understanding layer they still lack.
• –The knowledge-graph approach is more compelling than a flat doc index because it can preserve relationships between people, decisions, projects, and customers.
• –It should land best with PM, research, support, and ops teams whose context lives across Slack, docs, notes, and CRM systems.
• –The crowded lane is real, with Tana, Trace, Graphiti, and similar context-first tools all chasing the same AI-native workspace promise.
• –The free tier and BYO model providers lower friction, but the real test is whether the graph stays fresh and trustworthy as the org changes.