Rukmer is the centralized memory layer for enterprise AI agents. It connects tools like Slack, Gmail, Teams, Notion, and company files, turning fragmented data into a structured Company Brain. Rukmer gives AI agents persistent context and institutional knowledge, helping them understand decisions, execute workflows, and work smarter across existing business systems without needing another chat interface.
We built Rukmer around a simple question: What if AI agents could actually remember how your company works?
Today, company knowledge is scattered across Slack, Gmail, Teams, Notion, docs, and countless other tools. AI can access pieces of it, but often misses the context behind decisions and workflows.
We’re building Rukmer as the memory and intelligence layer for AI agents connecting existing tools and turning organizational knowledge into usable context.
We’re still early, and we’d genuinely love your thoughts:
What’s the biggest thing your AI assistant forgets or struggles to understand about your work?