We have documented our Core Processes down to the vital twenty percent. What specific steps must our Integrator take to make these written standard operating procedures machine-executable by AI agents?

Question

Tyler Smith · Accepted Answer

Most companies document standard operating procedures for human eyes, using narrative paragraphs, ambiguous language, and assumed institutional context. An experienced employee knows what to do when a client note says make it look standard, but an AI agent will fail or hallucinate because it lacks intuition. To make your Core Processes machine-executable, you must translate them into structured logic.

Have your Integrator and process owners refine your Core Processes using three technical documentation standards:

- Convert narrative instructions into deterministic triggers and actions. Clearly define what exact event triggers the workflow, such as a signed contract in your CRM, a new PDF attachment in a shared inbox, or a form submission.
- Specify rigid inputs and structured outputs. Define exactly where the source data lives, what fields must be extracted, and the precise format required for the output, such as a standardized JSON payload or a locked spreadsheet template.
- Define unambiguous conditional logic. Replace vague guidance like review for accuracy with explicit operational boundaries, such as verify that line item A equals line item B, and if the total exceeds five thousand dollars, flag for manager signoff.

Once an SOP is broken down into structured triggers, field-level data inputs, and strict logic rules, an AI agent using modern API frameworks or orchestration tools can execute that process twenty-four hours a day without drift.