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Measuring the True ROI of Autonomous AI Agents

Enterprise AI has officially moved past the chat interface. We are entering the era of “agentic workflows”, systems designed not just to answer questions, but to plan, use tools, and execute multi-step tasks autonomously. Yet, as we noted during our…

Notes From California

What’s Changed in the California Market We’ve been watching Silicon Valley and San Francisco’s tech scene for over a decade, from the inside during earlier stints at companies like Intel and IBM Watson, and more recently from the outside as…

Why a One-Time AI Audit Expires

Traditional software behaves the same way until someone changes the code. A conversational AI product can change its behavior without anyone touching the code. Where the change comes from The usual language for this is “behavioral drift,” but the real…