AI & Technology

Engineers Putting AI Into a Product

Customer
An engineer or team wiring a model into a live product
Context
Adding a non-deterministic component to a system built on determinism

The Jobs of someone testing a thing that answers differently each time, where every engineering tool assumes the same input yields the same output.

5 Jobs

  1. 01When the same input gives different output each time, I want to test it, so I know whether a change made things better or worse.5 Pains · 5 Desired Outcomes · 5 Existing Solutions
  2. 02When the model bill grows faster than users, I want it under control, so one feature does not quietly become the product's largest cost.5 Pains · 5 Desired Outcomes · 5 Existing Solutions
  3. 03When the model answers a real user wrongly, I want to catch and handle it, so one error does not become a thousand identical ones.5 Pains · 5 Desired Outcomes · 5 Existing Solutions
  4. 04When my feature sends customer data to an outside service, I want to be sure it is safe and permitted, so I do not learn about a problem through an audit.5 Pains · 5 Desired Outcomes · 5 Existing Solutions
  5. 05When leadership wants AI everywhere, I want agreement on where it belongs and where it does not, so the team does not build a row of features nobody uses.5 Pains · 5 Desired Outcomes · 5 Existing Solutions

The four perspectives are for Pro Members

The Job statements in this Set are open to everyone. Pains, Desired Outcomes, Existing Solutions and Opportunity Gaps live inside the community, for Pro Members.

See Pro Member