Ideas from Pilots to Value
Think beyond AI tools. Design for enterprise outcomes.
Perspectives on enterprise AI operating capability, value realization, governance, adoption and the operating models AI makes possible.
EAOC™ Market Signals
What changed in enterprise AI—and what it means for operating AI at scale.
A selective weekly interpretation of consequential developments across AI service management, AIOps, digital employee experience, endpoint and identity AI, and workplace assistants.
From AI assistants to accountable digital workers
Five market developments show why identity, behavioral observability, independent validation and accountable ownership are becoming essential enterprise AI capabilities.
Read the market signalsAI Beyond Pilots — Part 4: The EAOC™ Lifecycle: From AI Opportunity to Proven Value
An evidence-driven lifecycle for framing AI opportunities, establishing baselines, validating value, proving outcomes and deciding what to scale, rework, pause or retire.
AI Beyond Pilots — Part 3: From AI Maturity to an AI-Native Enterprise
How six connected enterprise dimensions mature across five levels to build an adaptive AI operating capability and enable an increasingly AI-native organization.
AI Beyond Pilots — Part 2: Four Enterprise AI Capability Domains—and Why Governance Must Connect Them
A practical framework for understanding individual AI productivity, AI embedded in business and AI-powered operations—with enterprise governance connecting all three to responsible, scalable and measurable value.
AI Beyond Pilots — Part 1: Why Enterprises Need an AI Operating Capability—not Just an AI Strategy
Why AI strategy and tools alone are not enough—and how baseline discipline, accountable ownership, adoption, governance and evidence-based portfolio decisions connect AI investment to measurable enterprise value.
The Next Enterprise Operating Model: Self-Driving IT Powered by AI
How AI can reshape enterprise technology operations into a proactive, autonomous and experience-led capability.
The AI Industry Is Obsessed with Models. Business Leaders Should Focus on Outcomes.
A shift from model, platform and tool selection toward the measurable outcomes AI should produce.
Stop Saying “We Build AI”
Why the value of AI is not the technology itself, but the better products, decisions and experiences it enables.
The emerging series
Pilots to Value explores what organizations must build—not simply what they must buy—to convert AI investment into sustainable enterprise value.