David Treves
25+ years of experience in web development and technology leadership. AWS-certified professional who has led major digital projects for brands like A2 Milk, Toll, and Uniting. Advocates a pragmatic, milestone-driven approach to technology.
AI Governance Has to Live in the System, Not the Policy Deck
AI governance fails in workflows, not policy decks. Here is how to design controls into permissions, retrieval, approvals, audit trails, escalation paths and rollback triggers.
Forward Deployed Engineers: look past the job title
OpenAI's Deployment Company has put the Forward Deployed Engineer back in the spotlight. The role matters, but a vendor FDE and an independent partner solve different problems. Here's how to tell which one you need first.
AI Agents in Enterprise: Beyond the Hype Cycle
With 40% of enterprise apps embedding AI agents by end of 2026, we cut through the noise to show what's actually working - and what's still failing - in production deployments.
The GenAI Divide: Why 95% of AI Investments Are Failing - and What the Other 5% Know
MIT's research puts a number on what we've been seeing in the field: only 5% of enterprise AI pilots deliver measurable returns. The divide isn't about technology - it's about strategy, focus, and knowing where the real ROI hides.
The Conversation Has Changed: From AI Demos to Real Integration
The 'wow factor' era of AI is over. The serious businesses we're talking to aren't asking for cool toys anymore - they want AI plugged into their CRM, watching their logistics data, and working inside the systems they already run on.
You're Buying a Hammer, but You Need a Blueprint
Another week, another dozen AI tools promising to change everything. The pace is dizzying - but the companies winning with AI didn't start by picking a tool. They started with a plan.
Your Business Deserves the Good Life: Let AI Handle the Routine
My dogs have it made - food on demand, health cared for, every need anticipated by their 'super-intelligent servant.' That effortless existence is exactly what AI-powered operations deliver for businesses that commit to automating the routine.
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