https://operonstudio.com/insights.html Perspective on building, running and governing AI agents in the enterprise: authority, evidence, risk and the controls that let organizations delegate more. en-us Wed, 30 Sep 2026 12:00:00 +0000 https://operonstudio.com/insight-human-in-the-loop-is-not-a-design-strategy.html https://operonstudio.com/insight-human-in-the-loop-is-not-a-design-strategy.html Wed, 30 Sep 2026 12:00:00 +0000 Ray Diwakar Ask almost any team how they manage the risk of an AI agent, and the answer arrives quickly: "There's a human in the loop." https://operonstudio.com/insight-accuracy-is-the-wrong-metric.html https://operonstudio.com/insight-accuracy-is-the-wrong-metric.html Wed, 30 Sep 2026 12:00:00 +0000 Ray Diwakar Every AI evaluation seems to start with the same number. The model is 95% accurate. The agent gets it right 97% of the time. https://operonstudio.com/insight-why-determinism-still-matters.html https://operonstudio.com/insight-why-determinism-still-matters.html Wed, 30 Sep 2026 12:00:00 +0000 Ray Diwakar Say "determinism" in a meeting about AI and it can sound like nostalgia, a wish to go back to rules engines and flowcharts. https://operonstudio.com/insight-the-cost-of-silent-drift.html https://operonstudio.com/insight-the-cost-of-silent-drift.html Wed, 30 Sep 2026 12:00:00 +0000 Ray Diwakar Most failures announce themselves. A service goes down, an error appears, someone gets a page at 2 a.m. https://operonstudio.com/insight-you-cant-govern-agents-you-cant-find.html https://operonstudio.com/insight-you-cant-govern-agents-you-cant-find.html Wed, 30 Sep 2026 12:00:00 +0000 Ray Diwakar Most AI governance programs begin with an inventory. Which agents do we have, who owns them, what can they touch? https://operonstudio.com/insight-why-most-ai-platforms-fail-in-procurement.html https://operonstudio.com/insight-why-most-ai-platforms-fail-in-procurement.html Wed, 30 Sep 2026 12:00:00 +0000 Ray Diwakar The demo went well. The business sponsor was excited, the pilot worked, and everyone agreed the platform could save the team real time. https://operonstudio.com/insight-ai-agents-are-rebuilding-the-silos.html https://operonstudio.com/insight-ai-agents-are-rebuilding-the-silos.html Tue, 29 Sep 2026 12:00:00 +0000 Ray Diwakar Enterprises spent two decades removing silos. Vendor-by-vendor agents are building them again, and this time the silos can act. https://operonstudio.com/insight-before-your-next-renewal.html https://operonstudio.com/insight-before-your-next-renewal.html Tue, 29 Sep 2026 12:00:00 +0000 Operon Studio AI exclusions are arriving policy by policy, at renewal. What changed, why insurers are moving, and what to expect in this year's renewal conversation. https://operonstudio.com/insight-ai-governance-evidence-your-underwriter-will-ask-for.html https://operonstudio.com/insight-ai-governance-evidence-your-underwriter-will-ask-for.html Tue, 29 Sep 2026 12:00:00 +0000 Operon Studio A dashboard isn't evidence. Eight questions to put to every AI platform you rely on before your next renewal, including us.