Field Runtime Insights https://fieldruntime.ai/insights Field Notes on enterprise AI agents, workflow operating systems, governance, evaluation, and learning organizations. en-us Sat, 08 Aug 2026 14:00:00 GMT The Enterprise Bottleneck Is Learning Throughput https://fieldruntime.ai/insights/the-enterprise-bottleneck-is-learning-throughput https://fieldruntime.ai/insights/the-enterprise-bottleneck-is-learning-throughput Sat, 08 Aug 2026 14:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) Why enterprises that convert real work into verified context, evaluations, and reusable skills fastest will own the durable AI advantage. When Judgment Becomes Executable https://fieldruntime.ai/insights/when-judgment-becomes-executable https://fieldruntime.ai/insights/when-judgment-becomes-executable Sat, 08 Aug 2026 12:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) How organizations turn accumulated human judgment into governed, reusable capabilities that improve through verified work. Knowing When to Stop: The Art of Making a Loop Converge https://fieldruntime.ai/insights/knowing-when-to-stop https://fieldruntime.ai/insights/knowing-when-to-stop Fri, 07 Aug 2026 15:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) Why production agents need verifiers, local repair, stop contracts, budgets, and operating economics that distinguish useful iteration from expensive motion. Agent Security Must Move From Process to Technical Controls https://fieldruntime.ai/insights/agent-security-technical-controls https://fieldruntime.ai/insights/agent-security-technical-controls Fri, 07 Aug 2026 14:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) Why agent authority must be enforced through scoped identity, least privilege, isolation, policy gates, evidence, and tested recovery. Why Enterprise Agents Need Operational CI https://fieldruntime.ai/insights/why-enterprise-agents-need-operational-ci https://fieldruntime.ai/insights/why-enterprise-agents-need-operational-ci Fri, 07 Aug 2026 13:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) Why consequential business workflows need the agent-era equivalent of tests, sandboxes, versioning, staged release, monitoring, and rollback. The Harness Is Where the Company Learns https://fieldruntime.ai/insights/the-harness-is-where-the-company-learns https://fieldruntime.ai/insights/the-harness-is-where-the-company-learns Fri, 07 Aug 2026 12:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) How production traces, corrections, failures, and outcomes become governed improvements without changing model weights. A Company Brain Is Not Enough https://fieldruntime.ai/insights/a-company-brain-is-not-enough https://fieldruntime.ai/insights/a-company-brain-is-not-enough Fri, 07 Aug 2026 11:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) Why institutional memory must connect to coordination, controlled action, outcome verification, and governed learning. The Model Is Not the Deployment https://fieldruntime.ai/insights/the-model-is-not-the-deployment https://fieldruntime.ai/insights/the-model-is-not-the-deployment Fri, 07 Aug 2026 10:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) Why production AI value depends on the context, controlled action, verification, ownership, and learning system around the model. The Company That Knows What to Do Next https://fieldruntime.ai/insights/the-company-that-knows-what-to-do-next https://fieldruntime.ai/insights/the-company-that-knows-what-to-do-next Thu, 06 Aug 2026 10:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) An open architecture for turning fragmented company activity into governed execution and a system that learns from the work. The Company Is Not a Brain. It Is a School. https://fieldruntime.ai/insights/the-company-is-a-school https://fieldruntime.ai/insights/the-company-is-a-school Thu, 06 Aug 2026 09:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) Why enterprise AI will be built as specialized intelligences apprenticed to the people whose judgment makes them useful. The Model Is Not the Product https://fieldruntime.ai/insights/the-model-is-not-the-product https://fieldruntime.ai/insights/the-model-is-not-the-product Wed, 05 Aug 2026 12:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) Ten operating rules for turning a capable agent into a controlled, measurable system that compounds in production. The Operating Threshold https://fieldruntime.ai/insights/agentic-enterprise-operating-threshold https://fieldruntime.ai/insights/agentic-enterprise-operating-threshold Wed, 05 Aug 2026 11:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) Ten production rules for turning capable agents into trusted, governed systems that the enterprise can authorize to act. Graph Engineering: 10 Rules for Enterprise AI That Works https://fieldruntime.ai/insights/graph-engineering-rules https://fieldruntime.ai/insights/graph-engineering-rules Wed, 05 Aug 2026 10:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) A CIO guide to building workflow, state, checks, permissions, and learning around the model. Build the Operating System Around the Work https://fieldruntime.ai/insights/workflow-operating-systems https://fieldruntime.ai/insights/workflow-operating-systems Wed, 05 Aug 2026 09:00:00 GMT mae@fieldruntime.ai (Mehtap Mae Ozkan) How learning workflow systems remove organizational weight, protect human judgment, and turn execution into a compounding enterprise advantage.