Operations review
Start with one workflow.
Show us the work that keeps breaking. We will help you understand where the process diverges from the plan, what your team does to keep it moving, and whether an AI agent or application is worth building.
Start with one workflow
Understand the work before choosing the technology.
We focus the first engagement on one workflow, the people responsible for it, and the exceptions that keep pulling it away from the plan.
What we examine
What should happen
What actually happens
Where exceptions appear
What information gets lost
What people do to compensate
What existing technology already handles
Whether a new application is justified
What you receive
A current-state workflow map
An exception and handoff map
A prioritized opportunity assessment
A clear view of what not to automate
A practical specification for the first intervention
The honest answer may not be AI.
If the right answer is training, process change, better use of existing equipment, conventional software, or no new technology at all, we will say so. The review exists to find the intervention worth making, not to justify a predetermined product.
Show us the real work
Tell us about one workflow that never goes according to plan.
Describe what should happen, what usually interrupts it, and what your team does to keep the work moving.
Aiwanfo normally replies within two working days. Sensitive operational details can wait until an appropriate confidential conversation.
Practical questions
Before you request a review.
What should we bring to the first conversation?+
Bring one workflow that repeatedly creates delay, rework, missing context, or avoidable risk. You do not need a finished AI strategy or technical specification.
Do you need access to sensitive data immediately?+
No. The first conversation can stay at the workflow level. Sensitive details should be shared only after the appropriate confidentiality, security, and access arrangements are in place.
Does every review lead to a software build?+
No. The useful answer may be a process change, training, better use of existing equipment, conventional software, or no new technology.
What happens after the review?+
If there is a justified opportunity, Aiwanfo proposes the narrowest useful intervention, its risks, the information it needs, and how success should be measured.