Design an AI agent’s paperwork workflow first
The choice: design one case-file pathway before choosing an agent
First choose one clearly defined case-file pathway in which the agent works in a preparatory role: receiving documents, flagging incomplete files, organizing information, and presenting a draft. Specify the minimum required documents, the authoritative source, and which result may never be sent or executed without a human. This aligns with the NIST passage stating that policies and procedures must define roles and responsibilities for human-AI configurations and oversight. The source provides a governance framework, not a prescription for a specific type of paperwork or tool. For systems that fall within the AI Act’s high-risk category, the European Commission mentions, among other things, risk management, logging, documentation, information for the user, and appropriate human oversight; whether a specific case file falls within that category cannot be determined from these passages alone.
Make human review a decision point, not a final check
Define review at the point where a case file moves from organizing to making a judgment. For example, the agent may flag a missing document or assemble a draft decision, but it stops when data conflict, a mandatory item is missing, authority is unclear, or an outcome has material consequences. Assign an owner to these stop cases, including what that person must check and what is recorded afterward. The Commission states that deployers of high-risk systems must monitor their operation, act on risks or serious incidents, and assign human oversight to people within the organization. This is not a general statement that every AI agent is legally high-risk, but it is a useful boundary for designing an auditable workflow.
Use a decision register before expanding autonomy
For each case-file step, create a small decision register containing: required documents, permitted preparation, mandatory human review, stop rule, owner, and follow-up action to be recorded. Start with a pathway where errors are easy to correct; then evaluate whether the stop rules, review, and record-keeping work in practice before adding another task. Record the case-file source, document status, designated owner, review point, reason for stopping, and follow-up decision at each step. The Commission cites activity logging for traceability and detailed documentation as obligations for high-risk systems before they are placed on the market; that passage does not determine which log fields every other system needs. This register is therefore a working method, not a declaration of compliance. The practical boundary remains: This article does not provide individual legal, financial, or professional advice regarding a specific case file, system, or applicable obligations.
