ceadr exists because AI agents are about to be embarrassing.

Most companies deploying AI agents will point them at their existing documents and hope for the best. Those documents contradict themselves. They contain things that should not be public. They have gaps where critical knowledge should live.

The bottleneck for AI automation is not the model. The model is ready. The bottleneck is the knowledge the model reads from. Most companies will discover this the hard way, in front of a real customer.

ceadr finds every place a company's knowledge is wrong, contradictory, or missing. Then turns it into a verified brain that AI agents can actually use. We are building the infrastructure layer between scattered human knowledge and the agents that will run on it.

Built in London by Julian Arida and Elena Haddad. Both founders have lived the problem of pointing AI at messy knowledge. That experience is the product.