Workflow baseline
Transaction volume, handling time, waiting time, exception rate, and the assumptions behind each measure.
The decision it supports
Understand the cost of the current process.
Service 01 / AI & operations
AI Workflow Audits
Find the operational friction worth fixing. Turn repetitive work, avoidable handoffs, and fragmented data into a prioritized automation roadmap.
Where is repetitive work quietly consuming your capacity?
An audit creates the evidence for an investment decision. We trace a real workflow, inspect representative cases, and separate genuine automation opportunities from work that first needs a simpler process.
A useful starting point when your team knows there is friction but needs evidence about what to automate first.
WHAT YOU LEAVE WITH
An evidence based opportunity register, a prioritized implementation roadmap, and an agreed definition of success.
Tangible work. Clear decisions.
What you receive.
The exact scope is agreed with you. These are the working outputs we shape the engagement around.
Opportunity register
Ranked opportunities with expected capacity, delivery effort, data readiness, and operational risks.
The decision it supports
Choose where to invest and what to defer.
Pilot brief
A bounded workflow, named owners, required access, acceptance measures, and the conditions for stopping or expanding.
The decision it supports
Commission a first project with clear boundaries.
How the work moves forward
A clear path.
At every stage.
- 01
Observe the actual workflow
Interview process owners, follow representative transactions, and document the exceptions that disappear from a clean process diagram.
- 02
Quantify the opportunity
Record volume, active handling time, error rates, and review effort. Estimate recoverable capacity with explicit assumptions and a conservative adoption rate.
- 03
Prioritize a bounded pilot
Compare value with feasibility, data readiness, integration effort, and operational risk. Define the first workflow and the conditions for moving forward.
Make the engagement useful
Start with context.
Finish with evidence.
What we need to understand
- A process owner and the people doing the work
- Representative cases, including common exceptions
- Available volume, time, and cost estimates
You do not need all of this ready for the first conversation. We agree access and confidentiality requirements before reviewing sensitive information.
What success can be measured against
- Active handling time per completed case
- Review effort and exception frequency
- Conservative capacity value against delivery cost
Targets follow the baseline. Capacity recovered, cash savings, and operating costs are evaluated separately.
Bring one workflow.
Leave with a direction.
Tell us about the workflow, the tools involved, and the result you want. We’ll discuss fit, scope, and a useful next step.
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