Articles
News, pricing changes, trends. Each piece links back to a guide.
Shadow AI Is a Signal, Not a Threat
Every shadow AI incident is preceded by a procurement gap your company didn't close. Your people aren't being reckless. They're doing their jobs with the only tool that works.
AI Marketing Assistants: The Leverage Is in Analysis, Not Copy
Most marketing teams start with AI copywriting and stall there. The workflows that actually compress are analytical — competitive monitoring, campaign reporting, structured content against a spec. The verifier is the conversion rate.
Proactive AI Agents: Your AI Only Works When Someone Opens It
AI tools are reactive by design. Someone opens them, types a prompt, gets output, closes them. The total leverage is bounded by how often that happens. Scheduled and event-driven agents remove the human from the initiation step.
ChatGPT vs. Claude vs. Gemini: What to Actually Buy
The comparison is the wrong question. The right answer is three tiers, not one vendor. Here's what to buy for whom.
How to Measure AI ROI (Without an ROI Framework)
74% of companies can't show AI ROI because the instrument was built for cost savings. Stop measuring returns. Start making quarterly seat decisions.
Verification Is the Bottleneck
AI compresses the work you can cheaply check. Everything else stays stuck. The single best predictor of which workflows yield to AI in your org isn't the model. It's whether you have a verifier.
Defensible AI Spend
Your AI budget is going up. It will keep going up. Stop defending the total and start defending the shape, because that's the only number your CFO will accept.
The State of AI: Q2 2026
Quarterly briefing for leaders. What's real in AI right now, what changed this quarter, what to tell your board, and what's worth pulling next.