After documents are prepared, they may still need to be entered into a system, sent to colleagues and tracked through approval. Map these handoffs as one workflow. For each step, identify its input, changes, reviewer and completion condition before deciding what can be automated.
Who should consider this and when
Repeated data entry, routing cases by rules or compiling documents for approval may be suitable for a limited pilot when inputs and completion states can be identified. If no complete SOP exists, start by documenting real cases; disputed decisions should remain assigned to a person.
Check rejections and interruptions as well as the normal path
Missing information, duplicate submissions, failed notifications and rejected approvals often determine whether a workflow is dependable. Even when OCR extracts a number correctly, currency, units and field relationships still need review. Readable data is not automatically ready to enter an official record.
Fixed workflows and agents have different roles
A fixed workflow follows programmed conditions and steps. An agent may select tools and subsequent actions based on a task. The two can work together; choose based on how much the work varies and what authority can be granted. Do not expand autonomy just because a tool is called an agent.
Actions such as writing records, making payments, deleting data or sending information externally require permission and approval checks in the execution system. OWASP warns that too many tools, permissions and autonomy can magnify errors; prompt instructions cannot replace controls at execution time.
Suggested planning and pilot sequence
- Select one ordinary case and several rejected cases; list triggers, decisions, handoffs and completion conditions.
- Assign separate read, edit and approval permissions, and define retry limits, timeouts and stop conditions.
- In a test environment, check document fields, business status and notifications, including duplicate triggers and mid-process failures.
- Observe manual corrections and exception handoffs; document operation, recovery and responsibility for format changes.
Preparation data and possible deliverables
Provide a workflow diagram, approval rules, redacted documents, field definitions, system interfaces and common rejection reasons. Possible deliverables include workflow specifications, field checklists, a permissions matrix, test records and operating instructions. Tool implementation and production integrations require a separately defined scope.
Timing and fees
Document types, workflow branches, interface availability and recovery from failures affect effort. Estimate implementation, platform licenses, OCR and model usage, and maintenance separately. For legacy systems operated through screens, include the risk of interface and login changes.
Frequently asked questions
Do we have to use an agent?
Ordinary automation may be enough for steps governed by fixed rules. Test whether an agent is needed when work requires interpreting varied content or selecting tools.
How can duplicate records be prevented?
Use business identifiers and processing status to detect repeats, and test what happens when a request is resent after an interruption. The workflow and system should work together to make that decision.
What if the system has no API?
Confirm vendor-approved file exchange or operating methods and test their reliability. Preserve a human handoff if a dependable result cannot be obtained.
How do we know automation passes acceptance?
Check final business records, field accuracy, manual corrections, recovery from failure and logs. Seeing a screen finish is not enough to confirm the task is complete.
Official references
These sources support the methods and scope. The process and possible deliverables described here are suggestions for project discussion.
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