Dainin Reference
What is agentic orchestration?
Agentic orchestration coordinates agents, deterministic workflows, connected systems and people toward an objective. A useful orchestration design preserves context, responsibility and decision boundaries across handoffs rather than merely triggering more tools.
Choose the right participant.
Some work benefits from interpretation. Some needs a predictable operation. Some needs an accountable person. Orchestration should identify which participant is appropriate and what they need to carry out the task.
The ability to call a tool does not make the tool the authority for the underlying business decision.
Make the handoff explicit.
A task should carry an objective, relevant evidence, scope, owner and expected result. Identify when work is complete, what happens on failure and when the process must pause for a person.
Retries and duplicate suppression matter because a repeated technical request can produce an unwanted second external action.
Protocols are mechanisms.
MCP provides a standard way for AI applications to connect with tools and data. Using a protocol does not, by itself, prove business correctness, source permission or delegated authority.
Evaluate a concrete supported workflow rather than assuming every compatible interface has the same operational guarantees.
How Dainin applies the concept.
CEOS connects research, creation, commercial progression and work with relevant context. People, Dainin capabilities and supported systems can carry out different parts of the workflow.
The website does not claim arbitrary external-agent compatibility. Its architectural direction is to preserve meaning and boundaries as supported execution options develop.
Sources and further reading
Bring one business question.
Explore the relevant Dainin workflow and the decisions behind it.
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