CHAPTER 06 / 06 · SHIP
Make the work reviewable.
Production practice Applied AI Engineering
A prototype becomes more useful when someone can run it, understand its failures and see what it costs to operate.
Can another team inspect the service and decide what it needs next?
A fictional request reaches the service, returns a result and leaves a trace.
06 / THE PROCESS
From idea
to evidence.
Three connected moves explain the subject and the work that makes it reviewable.
A demonstrable service and concise technical handover.
- 01 / REQUEST
Package the interface
Present a small API or service that demonstrates the working prototype.
WHAT YOU CAN SHOWA demonstrable service - 02 / SERVICE
Observe its behaviour
Describe useful logs, failure signals and monitoring questions for the next team.
WHAT YOU CAN SHOWTrace and monitoring plan - 03 / MONITOR
Hand over the limits
Explain setup, known issues, costs and decisions required before broader use.
WHAT YOU CAN SHOWConcise technical handover
THE PRACTICE
Make the work
inspectable.
The example is a way to explore the idea. Real project evidence should include what was tried, what was observed and what remains uncertain.
KEEP IN VIEW
What the visual
doesn’t prove.
The diagram shows an illustrative service journey, not a live production system.
ROLE CONNECTIONS
These directions use ideas from this subject within the Applied AI Engineering learning path.