We publish what we learn from operating practice — how AI actually moves free cashflow, what governance looks like in real business operations, and what the AI team design looks like role by role. These papers are built for operators, not academics.
An executive research note for CEOs of operations-intensive businesses on where AI should start, why the AI-office model matters, and how to turn routine analysis and administration into faster, more responsive operations.
The strategic question for an operating business is not whether to use generative AI. It is whether the company will continue to run routine managerial work through people and meetings, or redesign that work into a standing AI-office that prepares leaders, synthesizes change, tracks commitments, and surfaces exceptions before they become expensive.
This paper defines the AI stack in plain language, maps a maturity path from Personal AI to Structured AI to Organizational AI, and shows five role-based starting points for rollout — without requiring deep IT integration to begin.
Sources include: McKinsey & Company (2025) · Deloitte (2025–2026) · Gallup (2024–2025) · Microsoft & LinkedIn Work Trend Index (2024) · Brynjolfsson, Li & Raymond (2023) · NIST AI Risk Management Framework (2024)
The governance model for the AI-office: what the CEO’s AI team produces, how it integrates with leadership, and why structure precedes tooling.
Download →How predictable demand formation creates compounding commercial advantage — for product-led and platform middle market operators.
Download →The program agenda for the AI as Operating Leverage CEO cohort — a structured group engagement for operators building AI-office capability.
Download →The structural blueprint for an AI-office: how AI-staff capacity maps to leadership functions, from the CEO decision layer through functional offices to governance.
Download →A field-calibrated maturity model mapping progression from Personal AI through Structured AI to Organizational AI — with milestone indicators at each horizon.
Download →An introduction to the edgeRunnerWorks AI Teams methodology — the operating model and engagement structure behind AI-office deployment.
Download →The AI as Operating Leverage paper gives you the framework. The Blueprint Session is where we apply it to your specific business, your specific roles, and your specific operating model. You leave with an AI-office design and a first agent ready to run.
Let us build you that team90 minutes to design it. 30 days to see it work.