Worked example · decision brief
In the invented field-service scenario, Sales may send Operations a request before confirming when the team can access the site. This brief shows how a bounded audit could compare responses and decide what deserves a trial.
Illustrative sample — not a client engagement or measured result
How does one service inquiry become an approved work packet and office record? In this sample, the focus is the missing site access window, the Sales response, and the Operations gate.
Potential evidence in a real audit: a sample of inquiries and returned packets, interviews with Sales, Operations, office staff and IT, current field requirements, and available time or quality records.
It establishes a decision method and proposed controls. It does not show that this company exists, that returns are frequent, that a tool can integrate, or that any option saves money.
No baseline, employee observations, customer feedback, security review, or measured results are supplied here. A real recommendation would change if those facts differ.
The example stays within an inquiry-to-work-order workflow. An actual Flyte Audit would use an agreed scope and evidence set; implementation and technical assurance are separate decisions.
The invented customer request names a site, a faulty rooftop unit, and a loading-door entrance. It does not give a site access window. A free-form packet could reach Operations looking complete. The proposed rule makes the missing field visible, stops progression, and returns the question to the Sales representative. The sample records show the input, draft, and stopped output.
Evidence needed: count actual returns caused by access information, examine when the omission is discovered, and record the time and consequences of correction. If this gap is rare or already controlled, its priority falls.
Ranking here is qualitative and provisional. It reflects low commitment and clear control first; it is not a score derived from client data.
| Option and rank | What changes | Why it ranks here | Condition to advance |
|---|---|---|---|
| 1 · Process-only checklist | Sales uses a required access-window prompt. Operations returns incomplete packets to Sales. Office accepts only approved packets. | Low technical dependency; exposes whether a clear owner and rule solve the issue. | Agree the field definition, owner, and return reason. Sample real cases to test whether people use it. |
| 2 · Configure an existing tool | Add a required field and review state in a system already used for intake or work orders, if it supports them. | Could make the control visible and traceable without introducing AI. Depends on tool capability and workflow fit. | IT confirms permissions, field behavior, audit trail, and any costs; Operations validates the screen and handoff. |
| 3 · Bounded AI draft trial | AI extracts stated facts and drafts a Sales question and packet. The deterministic field check still blocks missing access; Operations still approves. | Potentially useful for varied free-text requests, but adds review, governance, adoption, and running costs. No advantage is assumed yet. | Establish a baseline, test representative and exception cases, approve data handling, and show that total effort or quality improves. |
Recommended first move: trial the process-only checklist, then check whether existing tooling can enforce it. Consider AI drafting only when actual inquiry volume and review effort justify a controlled experiment.
A faster draft is only one part of the cost. The decision should include time spent checking drafts, customer follow-up, returns, training, and ongoing operation.
| Category | Client-specific input to establish | Decision use |
|---|---|---|
| Current volume and effort | Eligible inquiries, Sales preparation minutes, Operations review minutes, office entry minutes, and return reasons over a representative period. | Set a baseline by case type; distinguish waiting on customers from employee work. |
| Change and setup | Process design time, staff participation, existing-tool configuration, technical assessment, and any vendor or implementation fee. | Compare the true setup burden of all three options. |
| Review and rework | Time to verify AI-extracted facts, correct draft errors, resolve missing access details, and handle rejected packets. | Subtract new work from gross preparation time gained. |
| Adoption | Training time, eligible requests using the path, bypass reasons, and supervisor support. | Discount projected value when use is partial or burdensome. |
| Ongoing cost | Licenses or usage charges, maintenance, quality sampling, ownership, retention, and support effort. | Compare continuing expense with demonstrated benefit. |
| Capacity versus cash | Whether freed minutes are redeployed to more work, reduced overtime, avoided hiring, or an actual expense reduction. | Released capacity is useful, but is not automatically cash savings or revenue. |
| Customer and risk effects | Any measured change in response time, avoidable return trips, accuracy, or customer experience, with a valid comparison. | Consider alongside costs without fabricating a return on investment. |
Human decision
These are illustrative action windows, not a delivery schedule or commitment.
Quarter 2: if the first control works, improve the approved office handoff and audit trail. Consider a bounded AI draft test only with a baseline and IT review.
Quarter 3: if quality and effort support expansion, evaluate adjacent inquiry types. Keep Operations approval and exception ownership explicit.
Quarter 4: review adoption, operating cost, and quality before broader integration or a new workflow. Re-rank opportunities against current business priorities.
Later work is contingent on evidence, capacity, and separate implementation decisions.
Follow the same missing access window from customer input through draft, stop, Sales follow-up, and Operations approval criteria.