Prashant ChamartyEssays on enterprise AI, operating models, and the gap between tools and transformation.https://prashantchamarty.io/en-gbThe Frontier Is Jagged. Your Workflow Needn't Be.https://prashantchamarty.io/essays/the-frontier-is-jagged-your-workflow-neednt-be/https://prashantchamarty.io/essays/the-frontier-is-jagged-your-workflow-neednt-be/A harness cannot erase the jagged frontier, but it can ground agents in fresh context, restrict their tools, and give people ownership of the exceptions.Sat, 26 Sep 2026 00:00:00 GMTPrashant ChamartyThe Most Dangerous AI Is the One That Does Exactly What We Askedhttps://prashantchamarty.io/essays/the-most-dangerous-ai-is-the-one-that-does-exactly-what-we-asked/https://prashantchamarty.io/essays/the-most-dangerous-ai-is-the-one-that-does-exactly-what-we-asked/Decision AI begins where the copilot metaphor breaks: when nobody is left to catch the model pleasing us.Tue, 22 Sep 2026 00:00:00 GMTPrashant ChamartyDone, Keys, and a Second Checkhttps://prashantchamarty.io/essays/done-keys-and-a-second-check/https://prashantchamarty.io/essays/done-keys-and-a-second-check/Copying the consumer 'agents want' form factor into the enterprise without ownership of done, keys, escalate or monitor rights, and a second check is not an operating model.Sun, 20 Sep 2026 00:00:00 GMTPrashant ChamartyFrom 100 Agents to Two Heroeshttps://prashantchamarty.io/essays/from-100-agents-to-two-heroes/https://prashantchamarty.io/essays/from-100-agents-to-two-heroes/Broad agent experimentation is a phase. Without owners of big bets, change management, and adoption OKRs, you scale demos.Sat, 12 Sep 2026 00:00:00 GMTPrashant ChamartyShared State, Not a Civilisationhttps://prashantchamarty.io/essays/shared-state-not-a-civilisation/https://prashantchamarty.io/essays/shared-state-not-a-civilisation/What the OpenAI-Hugging Face agent incident actually means for enterprises deploying AI agents.Wed, 02 Sep 2026 00:00:00 GMTPrashant ChamartyWhat Karpathy Didn't Say About Your Enterprise AI Strategy - Part 1: The Diagnostichttps://prashantchamarty.io/essays/what-karpathy-didnt-say-about-your-enterprise-ai-strategy/https://prashantchamarty.io/essays/what-karpathy-didnt-say-about-your-enterprise-ai-strategy/Your enterprise AI rollout is probably sequenced wrong. Not because of the models. Because of the operating model.Tue, 12 May 2026 00:00:00 GMTPrashant ChamartyThe Wrong Frontier: Why Coding Benchmarks Cannot Tell Us We're Approaching AGIhttps://prashantchamarty.io/essays/the-wrong-frontier/https://prashantchamarty.io/essays/the-wrong-frontier/Everyone celebrating LLMs solving software engineering is measuring the wrong thing.Tue, 28 Apr 2026 00:00:00 GMTPrashant ChamartyYour AI Programme Didn't Fail. Your Governance Did.https://prashantchamarty.io/essays/your-ai-programme-didnt-fail-your-governance-did/https://prashantchamarty.io/essays/your-ai-programme-didnt-fail-your-governance-did/A CDO I spoke with recently put it this way: "The technology worked. The business case didn't. We still got cancelled."Tue, 14 Apr 2026 00:00:00 GMTPrashant ChamartyYour Data Is Not Your Moat. Your Learning Loop Is.https://prashantchamarty.io/essays/your-data-is-not-your-moat/https://prashantchamarty.io/essays/your-data-is-not-your-moat/I've seen the same slides recycled for two years now. The CTO labels it Our Data Advantage.Tue, 31 Mar 2026 00:00:00 GMTPrashant ChamartyThe AI Deal That Almost Closed, Until the CFO Walked Inhttps://prashantchamarty.io/essays/the-ai-deal-that-almost-closed-until-the-cfo-walked-in/https://prashantchamarty.io/essays/the-ai-deal-that-almost-closed-until-the-cfo-walked-in/Enterprise AI isn't failing because the technology doesn't work. It's failing because it was sold to CIOs and judged by CFOs.Tue, 17 Mar 2026 00:00:00 GMTPrashant ChamartyPart 2: The Enterprise Agentic AI Implementation Frameworkhttps://prashantchamarty.io/essays/part-2-enterprise-agentic-ai-implementation-framework/https://prashantchamarty.io/essays/part-2-enterprise-agentic-ai-implementation-framework/From PoC to Production in Regulated Industries.Tue, 03 Mar 2026 00:00:00 GMTPrashant ChamartyThe Accuracy Paradox: Why Enterprises Demand 100% from AI Agents While Tolerating 95% from Humanshttps://prashantchamarty.io/essays/the-accuracy-paradox/https://prashantchamarty.io/essays/the-accuracy-paradox/What 1.5 million leaked API keys taught us about the PoC-to-production gap in regulated industries.Tue, 17 Feb 2026 00:00:00 GMTPrashant ChamartyThe Vertical AI Illusion: Why Generalists Will Win the Agent Economyhttps://prashantchamarty.io/essays/the-vertical-ai-illusion/https://prashantchamarty.io/essays/the-vertical-ai-illusion/There's a fundamental flaw in the vertical AI thesis: vertical AI is trained on subsets of enterprise data.Tue, 03 Feb 2026 00:00:00 GMTPrashant ChamartyBudget Migration Is the New Vanity Metric: What Enterprise AI Spending Actually Revealshttps://prashantchamarty.io/essays/budget-migration-is-the-new-vanity-metric/https://prashantchamarty.io/essays/budget-migration-is-the-new-vanity-metric/A CIO recently told Andreessen Horowitz: "What I spent on AI in 2023, I now spend in a week."Tue, 20 Jan 2026 00:00:00 GMTPrashant ChamartyThe New Moat Playbook: What Actually Defends Enterprise Software in the AI Erahttps://prashantchamarty.io/essays/the-new-moat-playbook/https://prashantchamarty.io/essays/the-new-moat-playbook/Enterprise software faces its first genuine moat-restructuring since SaaS disrupted on-premises.Tue, 06 Jan 2026 00:00:00 GMTPrashant ChamartyTools Are Not the Operating Modelhttps://prashantchamarty.io/essays/tools-are-not-the-operating-model/https://prashantchamarty.io/essays/tools-are-not-the-operating-model/Enterprises invest heavily in AI tools but see little transformation. The gap is not technological. It is structural. Without changes to roles, workflows, and decision rights, even the most powerful tools remain peripheral.Sun, 15 Sep 2024 00:00:00 GMTPrashant Chamarty