FREE EXECUTIVE REPORT

Most organizations are operating at a fraction of AI's true capability. This report explains why — and what to do about it.

From Pilot to Production: What Actually Drives Enterprise AI Success is a free executive report synthesized from 11 sessions and 25+ leaders at Innovation Summit 2026. Download it to get four themes, real deployment examples, and a clear set of actions for leaders ready to move from experimentation to impact.

What’s Inside:

  • Why most AI initiatives fail before they start
  • The operating model required to scale AI across the enterprise
  • How leading organizations approach governance, data, and execution
  • The 90-day actions separating leaders from followers

Featuring insights from executives at Duolingo, Dollar Bank, Carnegie Mellon University, the Pittsburgh Penguins, Allegheny County, the City of Pittsburgh, Mayvue, Mitratech, and more.

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The organizations winning with AI aren’t doing what you might expect.

 

They’re not the ones with the largest AI budgets or the most sophisticated models.

They’re the ones that started earlier, governed more thoughtfully, and invested in the organizational infrastructure that makes adoption sustainable.

“We know that when AI doesn’t work, it’s rarely a tool or technology problem. It’s a culture clarity or expectation issue.”

— Tia Christopher, Founder & CEO, The Orange Peel Collaborative

Across every session at Innovation Summit 2026, a consistent picture emerged: the technology advantage is commoditizing quickly. The organizational advantage is not.

78%
of organizations are using generative AI in some form
59%
of employees use unapproved AI tools at work
<2 yrs
current half-life of a professional skill
40%
of organizations are in the operationalizing AI phase

This report distills two days of candid, experience-driven conversation into the insights that matter most for executives responsible for AI strategy, workforce transformation, and enterprise technology decisions.

What the report covers

Theme 1

The Future of Work Is Human + AI

Why the question isn’t replacement but redesign — and what that means for hiring, management, and decision authority.

Theme 2

Why AI Initiatives Fail Before They Start

The cultural misalignment, shadow AI exposure, and cost of delay that derail most programs before they reach production.

Theme 3

From AI Strategy to Execution

Real deployment lessons on data readiness, evaluation frameworks, build-vs.-buy decisions, and security in an agentic world.

Theme 4

Governance, Risk & Responsible AI

How the organizations with the best results built governance as an enabler — not a gate — and what that architecture looks like.

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