Hey Product Hunt! I’m Euan, co-founder of Pensieve.
AI agents are incredibly intelligent, but they don’t understand your business. You can give the agent access to your tools via MCP, and it can pull data from Slack or Liner. But this is not the same as understanding. A new tenant can also access your Slack. That doesn’t mean they know what’s going on.
What makes an employee effective is not access to tools. This is the perspective they develop over months and years. Who is working on it, why was this decision made in January, how does the sales pipeline connect to the engineering roadmap, what makes customer relationships important. This is what allows them to make good decisions.
We built Pensieve to give AI agents the same understanding. We connect to the tools you already use, but we don’t just make them searchable. Think about the difference between a raw codebase and a well-maintained one. CLAUDE.md. One is searchable data, the other is understanding. AI curates and distills your company’s knowledge into a natively understandable format, so an agent can work like a fully on-board employee, with the intelligence of a frontier model.
Once agents have the depth of context, they can work in the background and surface things that no human can capture. Correlating what users say on calls to what engineers talk about on Slack with what the usage data actually shows.
Pensieve is free. Bring your own Anthropic, OpenAI, or Google guess. No platform fees, no credit cards.
What’s the biggest hurdle you’ve hit in getting AI agents to work in your business?