AI analysis

AI makes software teams look faster. More code gets written. More Pull Requests get merged. More features get shipped. But after deploying AI across banking, healthcare, retail, and public-sector projects, we learned a hard truth:...

Everyone wants AI to ship software 10 times faster. But speed is a magnitude, not a direction. AI does not care where your project is headed. It just moves faster in whatever direction you point...

When AI writes incorrect code, executives often blame the tool. But the data shows the real problem starts before any code is written. The 2022 Deloitte Global Outsourcing Survey highlights that 41% of IT projects...

When developers use AI to write code, output volume increases fast. But without a new pipeline, that speed creates a severe delay at the review stage. To clear this bottleneck, engineering teams must stop treating...