Conversation for Action
Assistants that don't just talk: they act
// What it is
Conversational systems that go beyond the chatbot: they open cases, authorize flows, write directly to the systems already in use, always with full tracking of what they have done and the ability to undo every action.
// Where we are
// Technical details · for industry insiders +
Technical problem solved
Current AI assistants produce text. Organizations need action: automatic protocols, state mutations on their own systems, integrations with legacy stacks. The problem is making an LLM perform actions in a verifiable, auditable way with automatic compensation in case of failure.
Technical positioning
Conversational agents for action · PA/enterprise · beyond the chatbot
Architecture / approach
- 01 Multi-turn intent recognition layer
- 02 Typed tool registry — every action is declared, validated, revocable
- 03 Compensation engine — saga pattern on failed external actions
- 04 Immutable audit log for every action performed by the agent
Technology stack
TRL and development status
Reference standards
// Related services
The expertise behind Conversation for Action directly powers some of our project-based services:
Approach to intellectual property
Why we patent and what it means for clients