Before you measure AI inputs, verify the outputs

Why AI adoption should be measured by business outcomes—not by tokens, usage, or creativity.

Will 2026 be the year when established companies realize that token consumption as a KPI isn’t a good metric? AI has improved significantly over the past year. The hype continues to be deafening, and the board is starting to push harder for faster AI adoption. While handling day-to-day operations, you come up with a perfect […]

The client was right. They could do it more cheaply with AI.

What We Learned from Building AI-Powered MVPs.

In early 2025, a lead came knocking on our door looking for Flutter developers to build an MVP. Everything went great until we talked about money: our quote was way over their expectations—four times as much, to be specific. This was our first time dealing with the impact of “vibe-coding” and the now-well-known “I can do it […]

The Transformation Worked. The Company Didn't.

Why Digital Transformation Fails When No One Advocates for Change.

For months, you’ve been thinking about how to transform your company. How to improve your bottom line. Reduce churn. Increase revenue. And you’ve just come up with the perfect solution… “A new software solution that streamlines your operations and enhances the customer experience.” “It’s simple, really,” you might be tempted to think to yourself. “We just need […]

Combating Pollution Through Sustainable Mobility

Sustainable mobility is emerging as one of the key solutions to combat pollution and improve quality of life in cities. In a world where traffic and vehicle emissions are responsible for much of the environmental pollution, it is urgent to rethink how we move around. The transition to forms of […]