GenAI Is The Death Of Deterministic Project Budgeting

June 15, 2026 Dan Darnell and Eric Whitcomb

Like many of you in the IBM i community, we have been treading the AI waters for a couple of years now, starting with small proof-of-concept applications such as chatbots but progressing to far more advanced and complex code-to-AI interfaces.

One such project leveraged AI for recurring Jaccard similarity index processing over large sets of business data. The small projects fool a person into thinking that the large projects are just more of the same but, in reality, large projects take you into the world of proprietary AI APIs and can be complex engineering efforts.

We mostly use ChatGPT because …