Category: AI Operating Systems for SMB SaaS

How does a company actually run when AI changes the cost of execution? This is the operating question for every SMB SaaS leadership team, and it is the core of my writing. These essays cover AI-native operating models, agent governance, operating cadence, and the organizational design decisions that separate companies that adopt AI from companies that run on it. Written from the operator’s seat, not the vendor’s. Start with Why AI-Native Execution Is the Real Operating System Upgrade and AI Agents Are Your Digital Employees.

  • Create a Notion Hub for Claude Chat, Cowork, and Code

    Most people wiring an AI assistant into their work stop at the same place: “I connected Notion to Claude.” That move is real, useful, and one search away. There are a dozen tutorials for it, and the number grows every month. It is also not the part that matters. However, what you need is a…

  • The Product Framework Was Never the Argument

    60% of prioritization scores are overruled by leadership. That is not a process failure. It is a signal about where product authority actually lives. ProductPlan’s State of Product Management 2026 surveyed nearly 250 product professionals in the last quarter of 2025, split fairly evenly between individual contributors and product leaders. One number from that report…

  • Gartner Just Confirmed: Your Digital Employees Need Job Levels, Not One Rulebook

    The TL;DR for Executives Gartner now warns that applying uniform governance across all AI agents will lead to enterprise AI agent failure, predicting that by 2027, 40% of enterprises will demote or decommission autonomous agents due to governance gaps discovered only after production incidents. Their prescription is a four-tier autonomy model with controls proportionate to…