Posted on Jul 22 • Originally published at composio.dev

We raised $29M to make your agents stronger, smarter, and better

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Our thoughts on the future of the Agents landscape

AI agents today don't learn from experience. You can engineer prompts endlessly, but your agents won't build intuition over time. They won't learn why API edge cases need special handling or remember your specialised way of interacting with complex systems.

At Composio, we're building the infrastructure that enables AI agents to evolve, with $29M in funding.

The Infrastructure for Intuition

We’re creating a shared learning infrastructure where every interaction makes the entire ecosystem smarter. When one agent masters a tool or discovers an optimal workflow, every agent on our platform benefits instantly.

Humans have always built better tools for themselves over centuries from shared experiences - now, we're bringing that advantage to AI at unprecedented speed and scale.

Evolving Skills, Not Static Tools

Agents built with Composio won’t just execute tasks; they will evolve like a fleet of Waymos, learning from each other.

Imagine an agent finding a founding engineer in San Francisco. Through feedback, it learns valuable heuristics: Twitter outperforms LinkedIn, prioritize daily coders, and verify vesting schedules. These insights are inherited across our platform—no starting from scratch. All Composio agents collectively learn and develop real-time intuition from these interactions.

We're nowhere close. Building infrastructure for collective AI learning means solving problems no one's cracked yet. How do you capture tacit knowledge from millions of interactions? How do you turn edge cases into intuition? How do you make sure skills evolve with experience? Hard problems. But solvable ones.