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News
The engineering bottleneck has changed. Is your org prepared?
2+ hour, 48+ min ago (452+ words) AI agents can turn a clear description into working software, the engineer’s judgement is what makes the difference: deciding what to build, catching the tradeoff the agent didn’t know to weigh, and owning the call on whether the result is…...
The compound effect your AI adoption strategy is missing
4+ hour, 52+ min ago (659+ words) For many engineering teams, AI adoption means individual engineers write code faster while overall team velocity remains stagnant. Individual speed and team speed are produced by different things, and AI has mostly accelerated the first but not the second. The…...
From outsourcing to ownership: How we brought development in-house without breaking delivery
1+ day, 3+ hour ago (514+ words) Outsourcing worked – until it didn’t. One of the biggest misconceptions about insourcing is that it is primarily a technical project. It is a leadership and execution challenge. Very early in the process, I faced a critical strategic decision: whether to…...
AI’s problems aren’t what you think
2+ day, 8+ hour ago (306+ words) None of that invalidates the initial fear. Indeed, AI can clear backlogs, speed up analysis, draft usable content and reduce time spent on repetitive work. In my opinion, what goes wrong is the assumption that those gains will scale seamlessly,…...
Context is becoming AI's most misunderstood word
1+ week, 11+ hour ago (910+ words) If you spend enough time in Silicon Valley AI circles, you’ll hear the same message over and over again: AI needs context. The statement is broadly true. The problem is that “context” has become one of the least precise terms…...
Your AI rollout is succeeding. Your organization is failing
2+ week, 8+ hour ago (414+ words) This is not one organization’s problem. This is the pattern. And it is becoming urgent not because of technology concerns, but because of accountability requirements. I have watched this contradiction repeat across federal agencies, defense platforms and Fortune 500 enterprises. Deployment…...
Why is it so hard to measure the ROI of AI?
2+ week, 9+ hour ago (1809+ words) Danish multinational pharmaceutical Novo Nordisk is very interested in speeding up the time it takes to get drugs to market as patents expire. “If you have a blockbuster drug, a one-week delay can be $10 to $100 million,” says Stephanie Bova, the…...
AI doesn't eliminate inefficiency. It amplifies it
2+ week, 2+ day ago (443+ words) This has led me to a simple conclusion: AI does not eliminate inefficiency. It amplifies it. Many organizations approach AI as a technology initiative. They evaluate platforms, launch pilots and identify tasks that can be automated. While those activities are…...
Beware of AI costs hidden in plain sight
3+ week, 1+ day ago (1179+ words) Rapid and widespread AI adoption has most CIOs blind to what AI is really costing their organizations. Nearly two-thirds of companies say employees have used AI without proper oversight, and almost half of large enterprises don’t have full insight into…...
Grounding, not models, will define your AI advantage
3+ week, 2+ day ago (862+ words) Shania Rasheed Nalagath is a senior product manager working on enterprise AI and web grounding at Microsoft, where her work centers on grounding infrastructure, agent management systems and the retrieval layer that connects large language models to real-time web data....