01
Discover capabilities
Agents expose what they can do through structured capability contracts.
Agent coordination infrastructure
Gleam helps agents discover capabilities, route work to specialized providers, and coordinate execution across distributed AI systems.
AI agents are becoming more specialized. But specialized intelligence creates a new problem: coordination. Gleam explores how agents can discover the right capabilities, select healthy providers, delegate work, and observe execution without relying on hardcoded workflows.
01
Agents expose what they can do through structured capability contracts.
02
Gleam identifies relevant, healthy providers for each required capability.
03
Work is delegated through sessions, traces, and observable handoffs.
Personal Agent
Goal
Gleam
Capability discovery
Specialized Providers
Routing + execution
Coordinated Outcome
Result
Personal Agent
Goal
Gleam
Capability discovery
Specialized Providers
Routing + execution
Coordinated Outcome
Result
A user can ask for a business outcome. Gleam decomposes the goal into required capabilities, discovers providers, routes execution, and assembles the result.
Goal
Launch a premium protein shaker bottle for US fitness customers.
Capabilities
Product research · SEO keywords · Product copy · Marketing copy
Outcome
A coordinated launch package assembled from specialized providers.
The next wave of AI may not be one agent doing everything.
It may be systems that know how to coordinate.