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Deliverables

AI System Review

risk analysis
system architecture
build-or-buy decision
cost model and write-path review
one concrete next step

From input to decision

What you haveuse case, PoC or vendor offer

AI System Reviewrisk · architecture · cost · write path

Buildwith a scoped plan

Buywith the vendor checked

Stopwith the reason written down

The review takes what you already have and ends in one recommendation you can act on, including the recommendation to stop.

Where the risk sits

Read path

Sources

Model

Answera person reads it

Write path

Sources

Modeldrafts the change

Human gatenamed owner approves

System of recordERP, CRM, ticketing

Audit trail: proposal, approval and write recorded separately

Reading is cheap to get wrong; writing is not. The review spends its time on the write path: every write into a system of record passes a named gate and leaves a trace.

Where a human signs off

What one mistake costs →

Human gaterare errors, expensive ones

Not yetredesign the step first

Automaterare errors, cheap ones

Automate and monitorfrequent but cheap errors

How often the model is wrong →

Each step of the use case is placed by how often the model gets it wrong and what one mistake costs. The placement decides where a human gate goes.

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