https://gagansachdeva.com/writing/index.html Essays and field notes by Gagan Sachdeva on agentic AI, institutional trust, banking, governance, and the operating model of enterprises. en Wed, 08 Jul 2026 06:00:00 GMT https://gagansachdeva.com/writing/the-capability-value-gap.html https://gagansachdeva.com/writing/the-capability-value-gap.html Wed, 08 Jul 2026 06:00:00 GMT Enterprise AI strategy Intelligence may be the largest market ever created — but once models cross the sufficiency threshold, each extra unit of general intelligence buys less enterprise value. The advantage moves to the system around the model. https://gagansachdeva.com/writing/when-intelligence-gets-arms-and-legs.html https://gagansachdeva.com/writing/when-intelligence-gets-arms-and-legs.html Thu, 02 Jul 2026 06:00:00 GMT Agentic AI strategy When AI stops answering and starts acting, advantage leaves the model. Follow the bottleneck, bound the blast radius, own the learning loop — and build the control plane that does all three. https://gagansachdeva.com/writing/the-amnesia-tax.html https://gagansachdeva.com/writing/the-amnesia-tax.html Mon, 01 Jun 2026 06:00:00 GMT Governed learning loops AI captures the answer and forgets the judgment behind it. The escape is a governed learning loop where decisions compound. https://gagansachdeva.com/writing/levels-revisited-for-agents.html https://gagansachdeva.com/writing/levels-revisited-for-agents.html Mon, 01 Jun 2026 06:00:00 GMT Diagnostic The agentic era adds Trust and Memory to the old maturity test — the two dimensions that decide whether agents are more than demos. https://gagansachdeva.com/writing/agent-control-plane-cloud-region.html https://gagansachdeva.com/writing/agent-control-plane-cloud-region.html Thu, 07 May 2026 06:00:00 GMT GCC AI market brief Why the procurement unit of enterprise AI is shifting from models to the governed plane they run on — and who is positioned to own it. https://gagansachdeva.com/writing/levels-of-ai-pilled-organization.html https://gagansachdeva.com/writing/levels-of-ai-pilled-organization.html Sat, 02 May 2026 06:00:00 GMT Maturity model Six levels, four diagnostic questions, public cases, and how to climb. https://gagansachdeva.com/writing/why-trace-first-agent-systems-matter.html https://gagansachdeva.com/writing/why-trace-first-agent-systems-matter.html Fri, 01 May 2026 06:00:00 GMT Builder notes Serious teams evaluate agents at the trace level before they trust them — the same way auditors read ledgers, not summaries. https://gagansachdeva.com/writing/the-gap-is-the-equation.html https://gagansachdeva.com/writing/the-gap-is-the-equation.html Wed, 01 Apr 2026 06:00:00 GMT Strategy 80% of enterprises are building AI agents; 6% are getting results. Capacity is architecture × governance × knowledge.