UpTrajectory Review

The article highlights the challenges faced by product teams in the era of AI, emphasizing that despite the increased use of AI tools, many teams are experiencing burnout and delivering minimal value. The author argues that the rush to integrate AI into product development is often driven by mandates rather than genuine customer needs, leading to a disconnect between effort and outcome.

For small business operators, this piece serves as a cautionary tale about the pitfalls of adopting AI without a clear strategy. It's crucial to evaluate whether AI truly enhances your product or if it's merely a trend-driven addition. The emphasis on AI-first features can distract from fundamental questions about customer needs and product viability. As the article notes, '95% of enterprise generative AI pilots delivered no measurable impact on the bottom line.' This statistic should prompt operators to critically assess their own AI initiatives and ensure they align with tangible business goals.

“95% of enterprise generative AI pilots delivered no measurable impact on the bottom line.” — Fast Company

Takeaway: Evaluate AI initiatives to ensure they meet real customer needs and deliver measurable value.

Excerpt from the original — Fast Company

I have spent 20 years in software development. I have never seen product teams work this hard, burn this many AI tokens, and deliver this little measurable value.

Across the industry, big companies and startups alike are rebuilding how they make products. AI now drafts requirements, writes test frameworks, builds reference data, and ships code. Whether all that activity produces better products is, so far, unclear.

Here is the uncomfortable part. Every token has a cost. Compute, energy, money, and attention. We are burning fuel at the back end and burning people at the front end. The trees are burning and the teams are burning out. The return on both is hard to find.

FORGET THE MANDATE

The instruction to “use AI to deliver customer value” is not a strategy. It is a mandate. At the 2026 Fast Company Impact Council Annual Meeting, one CEO told me, “No one mandated that we use …