VentureBeat March 15, 2025
Sean Falconer, Confluent

Businesses know they can’t ignore AI, but when it comes to building with it, the real question isn’t, What can AI do — it’s, What can it do reliably? And more importantly: Where do you start?

This article introduces a framework to help businesses prioritize AI opportunities. Inspired by project management frameworks like the RICE scoring model for prioritization, it balances business value, time-to-market, scalability and risk to help you pick your first AI project.

Where AI is succeeding today

AI isn’t writing novels or running businesses just yet, but where it succeeds is still valuable. It augments human effort, not replaces it.

In coding, AI tools improve task completion speed by 55% and boost code quality by 82%....

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