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devopsly.AI Process Audit
Sample report · 01 / 03
Fictional worked example

Opportunity 01 · Accounts payable

Invoice intake.
Prepared for a decision.

A focused look at the work between receiving an invoice and preparing an approved record for the finance system.

This sample illustrates the structure and reasoning of an audit. The organisation, circumstances and figures are fictional assumptions. No interviews, measurements or system checks have been performed.

Recommendation

Validate an assisted preparation workflow.

Extract invoice fields, check them against existing records and present a draft beside the original document. Keep approval with accounts payable. Confirm sample quality and ERP test access before commissioning a production build.

600Invoices per month
Assumed volume
12 minActive handling per invoice
Assumed baseline
120 hMonthly handling capacity
600 × 12 ÷ 60

The work under review

Invoice receipt, field entry, supplier and total checks, preparation for approval, and transfer of the approved record into the ERP.

Payment execution, supplier bank-detail changes, tax decisions and changes to approval policy sit outside this proposed scope.

The current friction

The same information is read and entered by hand. Missing references and possible duplicates interrupt the normal path. The person resolving an exception needs both the document and the record.

These are example conditions to validate with the process owner.

Proposed path

01 · RECEIVERetain invoice and source reference
02 · PREPAREExtract fields and check records
03 · REVIEWA person resolves and approves
04 · DELIVERPost the approved record and retain history
Devopsly · Sample AI Process AuditFictional example · Decision & scope
devopsly.AI Process Audit
Sample report · 02 / 03

The benefit case

Time released.
Assumptions visible.

The opportunity is to reduce active handling while preserving the checks and approval the process needs.

Illustrative monthly scenarios · 600 invoices
MeasureCautiousWorking caseUpper case
Current handling per invoice12 minutes12 minutes12 minutes
Future handling, including review and exceptions8 minutes6 minutes4 minutes
Future monthly handling80 hours60 hours40 hours
Potential capacity released40 hours60 hours80 hours

Calculation: invoices × (current minutes − future minutes) ÷ 60. All scenario inputs are assumptions. Waiting for approval is excluded from active handling. Exception work must be included when measuring future performance.

Capacity needs a use.

Time released could help the team handle higher volume or clear other work. A cash saving depends on an actual reduction in spending. This example makes no cash-saving or financial-payback claim.

Costs to establish

  • Implementation and integration work.
  • Document extraction or model usage.
  • Hosting, storage and operating records.
  • Monitoring, evaluation and support.
  • Staff review, training and process ownership.

Evidence to collect

  • Invoice volume across a representative period.
  • Handling time for normal and exception cases.
  • Document types, scans and missing-field frequency.
  • Current supplier data and duplicate-check rules.
  • System access, charges and test environment.
Options to compare before selecting the implementation
OptionWhat it could improveWhat to establish
Existing ERP functionalityReduce entry using tools already available.Features, licences and invoice-format coverage.
Assisted extraction and reviewPrepare a checked draft for review.Field quality, review effort and safe write access.
Process standardisationReduce missing references and inconsistent intake.Supplier and internal adoption of a clearer process.
Devopsly · Sample AI Process AuditFictional example · Benefits & evidence
devopsly.AI Process Audit
Sample report · 03 / 03

The next investment decision

A pilot with a purpose.

Test the assumptions that could change the build.

Proposed pilot scope

One intake route, one team and approved examples covering the formats it receives.

Prepare drafts beside the source documents. Test posting in a safe environment, subject to supported ERP access.

Decisions to resolve first

  • Which fields and checks are required?
  • Who reviews exceptions and approves posting?
  • Does the ERP support safe test and write access?

Proposed acceptance checklist

  1. The source stays visible.

    The reviewer can inspect the invoice and correct fields before approval.

  2. Exceptions reach a person.

    Missing fields, poor scans and possible duplicates stop the flow and show a reason for review.

  3. Posting requires approval.

    Tests confirm that approval is required and repeated requests do not silently create a second record.

  4. Interrupted work can be recovered.

    An unavailable ERP leaves a visible state. The recovery and retry paths are tested and documented.

  5. The benefit can be measured.

    Measure normal and exception handling. Compare quality, effort and running cost with the baseline.

Proposed requirements, not completed results. The test set, quality thresholds and release decision would be agreed before implementation.

People needed for the next step
ResponsibilityRequired contribution
Process ownerAgree policy, exceptions, success measures and acceptance.
Accounts-payable usersProvide approved examples and assess the review effort.
Systems ownerConfirm access, test environment and data handling.
Delivery teamScope the pilot, evaluate the cases and record findings.

The decision after the pilot

Proceed when the workflow meets its criteria, running costs are understood and the business owner accepts it. Otherwise, refine the approach or reconsider the investment.

To discuss an audit of your own process: devops.ly/contact