The Procedure Says Reschedule, But Not How To Decide
Consider an illustrative service office where a coordinator receives a request to move an appointment. The written procedure says to find another slot and update the customer. The experienced coordinator does more than that: checks the job duration, confirms the right crew, notices a dependency on material delivery, and calls a colleague about a constraint that is not in the calendar.
A recording of the clicks might show several tabs and a phone call. It would not necessarily explain why those actions were needed or which conditions changed the decision.
I would document that reasoning before asking an assistant to perform the work. Start with one completed case and ask the person doing it what they checked, what they knew, and what would have made them choose differently. The goal is a usable description of this business task, not a claim that one walkthrough captures an entire occupation.
Separate The Rule From The Habit
An experienced employee may take a step because it is required, because a tool is awkward, or because it helped once and became routine. Those are different reasons, and the proposed assistant should not reproduce them indiscriminately.
For the rescheduling example, confirming crew suitability may be essential. Copying the same appointment detail into a personal reminder may be a workaround for a missing notification. A phone call may supply a real exception rule that ought to be stated explicitly.
Ask what each step accomplishes and what evidence permits the next one. Keep unresolved questions visible instead of having AI fill them with plausible business language. The process owner can then decide which requirements are real, which habits can change, and which parts need further observation before anyone treats the draft as operating guidance.
Make The Discovery Effort Visible
Suppose, hypothetically, three employees each spend thirty minutes walking through examples. A process owner spends another hour checking the draft and a colleague spends thirty minutes trying it. That is three hours of preparation.
If a later assistant releases five minutes on each of twenty weekly requests, that would be one hundred minutes of capacity before review. Thirty minutes of weekly exception handling would reduce the gain to seventy minutes, with ongoing maintenance still to count.
The numbers are assumptions for planning, not promised savings. The documentation may also improve coverage when someone is away, but that benefit should be observed rather than assigned an invented financial value. Record the investment and the actual operating changes separately. A useful first build needs enough understanding to work correctly; it does not need a speculative business case that treats every captured step as money saved.
Our Proposed SynHy Approach
We could facilitate a short walkthrough around a small set of completed rescheduling requests. The coordinator would explain the source information, decision points, exceptions, and evidence of completion. AI could organize those notes into a draft procedure and identify questions that remain unanswered.
The process owner would verify the rules. Another colleague would try the description on a different approved example and explain where it is insufficient. Ordinary software could make the current version available beside the task, with a clear owner for corrections.
Only then would we select a bounded assistant function, such as assembling the relevant appointment facts for review. This approach does not require training a new foundation model or collecting every employee's activity. It begins with explicit operating knowledge for one task and uses existing capabilities within that checked scope.
Walk Through A Request With A Hidden Dependency
Ask For The Exception That Changed The Outcome
The most informative example may be the case where the normal sequence did not work. Ask the coordinator about a request they could not finish immediately and what information or authority was missing.
Capture the actual recovery path: who received the question, what they needed to decide, and how the answer returned to the original request. If the handoff depended on someone remembering, name that limitation. Do not quietly rewrite the historical process into an ideal workflow and present it as the current reality.
Keep current practice separate from proposed improvement. The business may decide to add a visible pending queue or a clearer readiness check. That would be a design choice to test, not evidence that the existing process already has those features. A trustworthy walkthrough preserves both what happens and what the team wants to change.
| Current Illustrative Pattern | Proposed Pattern |
|---|---|
| Record a sequence of screen clicks | Capture the decision and evidence behind each step |
| Treat one example as the universal process | Check ordinary and exception cases |
| Automate the whole role immediately | Choose one documented, bounded task |
Give Uncertainty A Place In The Draft
When two employees describe different rules, record the difference and ask the process owner to resolve it. They may serve different job types, rely on different sources, or have discovered an exception the other person has not encountered.
If nobody can explain why a step is required, leave it as an open question. If an example contains private customer information that is unnecessary for the review, use an approved fictional version preserving the decision pattern. Explain the purpose of any recording or note-taking to the participants.
The first assistant should stop at unresolved boundaries and route them to a named person. Automating a disputed rule does not settle the dispute. The draft becomes useful when a colleague can distinguish established guidance, a proposed change, and a question that still requires judgment.
Test Understanding With Another Person
A completed document is not proof that the workflow is understood. Ask a colleague who did not write it to explain the next action on a new example, identify the source they would check, and describe when they would seek help.
Observe where the description fails them. A missing term, an assumed permission, or an unclear completion condition may matter more than another page of general background. Revise the smallest part that addresses the actual gap.
During the assistant pilot, track corrections caused by wrong assumptions and the effort of maintaining the guidance. If the operating process changes, the relevant rule needs an owner who can update it. The scorecard should test transfer and usefulness, not reward the number of documents produced or the amount of employee activity collected.
| Measure | Purpose |
|---|---|
| Unanswered operating questions | Shows what must be clarified |
| Cases another colleague can complete | Checks transfer of understanding |
| Rework from incorrect assumptions | Tests the documented rules |
| Preparation and maintenance effort | Keeps documentation proportionate |
Choose The First Build From The Checked Work
The first build could prepare a rescheduling review with the appointment, required resources, known constraints, and unanswered questions. The coordinator would continue to choose and confirm the new time through the existing business process.
Gather only the system access and fields needed for that preparation. Identify which sources are current and what happens if they cannot be reached. Try cases with a clear alternative, a material dependency, conflicting information, and an unavailable decision owner.
Expand after the team can show that the preparation helps and that the exceptions remain understandable. The purpose of documenting the workflow is to make a useful design decision, not to postpone all progress until every possible situation is described. One well-understood task can provide a practical starting point while the surrounding role remains human.
Make Working Knowledge Usable Before Making It Automatic
A business often has enough knowledge to begin improving a task, but that knowledge may be split across people and records. Bringing it into a checked description can reveal both a useful automation and the boundaries it must respect.
SynHy could help with one recurring workflow that is difficult to hand over when an experienced employee is away. Bring an ordinary case and an awkward one. We could capture the decisions between the visible steps, resolve the essential questions, and choose a small first assistant.
The intended result is understandable work that another person can perform and review. That gives automation a firmer basis than a sequence of clicks whose purpose nobody has written down, while keeping the scope proportionate to the immediate business need.