CAPABILITY CAPSULES
Turn expertise into a reusable execution capability.
A Capability Capsule is a modular unit that combines domain knowledge, rules, AI agents, tools, integrations, human controls, evaluation and traceability to perform a specific function inside a process. Capsules can be tested independently and connected to execute larger workflows or vertical AI systems.
01
What a capsule contains
A reliable capsule is more than a prompt or agent. It packages the operational context needed to produce a controlled outcome.
- Domain knowledge and source boundaries
- Rules, policies and permissions
- Tools and system integrations
- Human checkpoints and escalation
- Tests, metrics and evidence
02
How capsules connect
One capsule can validate a document, classify a request or recommend an action. Connected capsules can receive a case, verify requirements, update systems, communicate a decision and close the process.
- Modular and reusable
- Versioned and observable
- Designed for bounded autonomy
- Portable across compatible processes
CAPABILITY CAPSULES03
Why the model compounds
Each proven capability reduces the cost and uncertainty of building the next one. Reusable integrations, evaluation suites and governance patterns become shared infrastructure.
CAPABILITY CAPSULESLACITTY
Propose a Capability Capsule
A Capability Capsule is a modular unit that combines domain knowledge, rules, AI agents, tools, integrations, human controls, evaluation and traceability to perform a specific function inside a process. Capsules can be tested independently and connected to execute larger workflows or vertical AI systems.