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Blake Technologies

AI architecture

Tools, agents & orchestration

Connect model decisions to controlled workflows with typed tools, explicit permissions, and human review.

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Give the workflow an explicit stop condition

Propose

Model suggests a typed action.

Validate

Application checks inputs and authority.

Approve

A person reviews consequential changes.

Execute

Service applies the permitted operation.

Stop / escalate

Return a result or route an unresolved case.

An agentic workflow needs a boundary around execution. Define the permitted tools, maximum work, timeout behavior, and conditions that hand control back to a person. A model-generated tool request is a proposal for the application to evaluate.

Keep a record of the decision and its effect

Illustrative action receipt
actor: authorized employee
proposed_action: update_delivery_note
resource_scope: assigned account
approval: required before write
operation_key: unique workflow action
outcome: recorded after execution
What if a tool succeeds but the response is lost?

Use an operation identity and a lookup or reconciliation path so a retry can determine whether the effect already occurred. Blindly repeating a write can create duplicate business actions.

Your project, scoped around the outcome

Build with Tools, agents & orchestration

A tool registry, workflow state model, and action audit trail.

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Related technologies

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