Illustrative example—not a client result
Read an audit result without mistaking it for a promise.
This walkthrough uses a fictional Indian service business to explain the decision process. It is not a testimonial, case study, quote, or evidence of achieved savings. Your audit result depends on your selected answers and must be validated against real workflow data.
Walkthrough
From workload answers to a responsible next step.
1. Describe the current queue
The fictional team selects answer bands for enquiry volume, handling effort, delays, systems, and business context.
- Use the closest honest range rather than an aspirational number
- Count repeated operating work, not every activity in the job
- Keep human review and exception effort visible
- Note whether the source records and systems are accessible
2. Read suitability first
The suitability score indicates whether the selected workload resembles a bounded agent role; it is not a performance forecast.
- Check which answers strengthen or weaken fit
- Review access, consistency, exception, and risk signals
- Treat low suitability as a reason to narrow or stop
- Do not rescue a weak score with hoped-for revenue
3. Interpret capacity and value as ranges
The result estimates possible team hours returned and their operating value using the chosen context.
- Returned capacity is not automatic payroll savings
- The range reflects uncertainty in early inputs
- Compare against an observed baseline before approval
- Exclude guaranteed revenue or headcount claims
4. Validate the next step
A promising directional result still needs evidence on access, controls, recurring cost, and ownership.
- Sample real enquiries and handling time
- Confirm APIs, data quality, permissions, and human queues
- Add model, channel, infrastructure, licence, and support costs
- Choose no fit, narrower scope, Blueprint, or deployment
Buying model comparison
What the fictional result can and cannot support.
A useful audit narrows the next decision; it does not close every uncertainty.
Suitability
Reasonable interpretationThis repeated workload may deserve deeper discovery.
Unsupported interpretationThe agent will perform correctly in production.
Capacity
Reasonable interpretationA range of current team effort may be returned if assumptions hold.
Unsupported interpretationThe business can remove the same amount of payroll.
Value
Reasonable interpretationThe capacity has a directional annual operating value.
Unsupported interpretationThe result is guaranteed cash or revenue.
Payback
Reasonable interpretationSetup-cost recovery may fall within the shown range before recurring costs.
Unsupported interpretationThe project is approved without a final scope and total cost.
Interpretation check
A useful audit creates evidence work—not certainty theatre.
Use the result to identify the next facts required for an accountable decision.
Responsible follow-up
- Validate selected bands with source records
- Review recurring and third-party costs
- Name workflow, data, and exception owners
- Revise or reject the case when evidence changes
Misleading follow-up
- Present the fictional scenario as a customer result
- Promise the estimated value as cash savings
- Hide assumptions from decision-makers
- Treat the score as production acceptance
Buyer objections
Questions to resolve before signing.
Why is there no claimed before-and-after result here?
Because this is an educational walkthrough, not a verified case study. Shoris should publish client outcomes only with underlying evidence and explicit permission.
Can I use the emailed report as a budget approval?
Use it to start a structured review. Validate actual volume, handling time, systems, controls, recurring costs, and owner capacity before approving spend.
What if the result recommends no deployment?
That is a valid outcome. The workflow may need better data, clearer rules, more volume, a narrower scope, a standard software product, or no automation.
Continue the evaluation
Continue your deployment evaluation.
No-pressure scope check
Generate your own directional result.
Answer from the current workload, then challenge the result against real records. The audit may recommend deployment, discovery, a narrower scope, or no fit.
Start the Agent ROI Audit