Browsing Category
Industry Perspectives
Guest Authors
Ambient AI Data Is Everywhere, but the Rules on How It’s Used Haven’t Caught Up
On any typical day, you could be training artificial intelligence without even knowing it. Modern cars log where you drive and how hard you break. The…
The Hidden Data Infrastructure Crisis Undermining Enterprise AI
As enterprise adoption scales, telemetry volume hasn’t just grown—it has exploded. This surge is overwhelming infrastructure already strained by the…
The Loneliness of the Algorithm: Why AI can’t Answer Questions Without Us
There’s a popular narrative about AI that goes something like this: machines are getting so smart, they won’t need us anymore.
It’s compelling,…
Why Trust is the Biggest Barrier to Unlocking AI’s Full Potential
Companies are pouring money into AI, but a severe trust gap among employees means that many are still waiting for significant productivity gains to…
Triple Ops Threat: Sovereignty, Security, and Governance
Five observations on the enterprise operations of AI
Most of the conversation around AI is still about what the technology can do. I think that’s…
AI Pilots Don’t Fail On The Model, They Fail On The Operating Model
As AI advances, most organisations have now run at least one pilot. The early results tend to look encouraging. Then the system rolls out to the…
The Hidden Cost Crisis in AI: Why LLM Spend Is Today’s Biggest Black Box
Every company I talk to is building agents, AI-native tools, and therefore integrating LLMs into their customer-facing production systems. The pace of…
The Next AI Readiness Problem Isn’t Data Quality. It’s Context.
Organizations are moving quickly to deploy AI.
They're embedding assistants into products, experimenting with autonomous agents, and rethinking…
Where Traditional Observability Stops in AI-Enabled Applications
For years, enterprises have relied on observability to answer a simple but important question: Is the system healthy? Infrastructure monitoring, logs,…
Why AI Still Gets Geometry Wrong
And what that reveals about what's missing from modern AI systems
Artificial intelligence has made it easy to generate visual content from natural…