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Artificial Intelligence

The enterprise AI operating model: from experimentation to production scale

July 14, 2026 · 12 min read · By the ITC InfoTech AI Practice

Most organizations have proven that generative AI works in a lab. Far fewer have built the governance, platform and talent foundations to run it reliably in production. We break down the operating model that turns scattered pilots into a compounding enterprise capability — covering value cases, guardrails, FinOps for AI and the human change that makes it stick.

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Explore the latest thinking across the disciplines that matter most to modern enterprise technology leaders.

All AI Cloud Cybersecurity Data Industry 4.0 Digital Experience
AI
July 9, 2026 · 6 min read

Designing guardrails for generative AI you can trust

A practical framework for policy, evaluation and human oversight that keeps enterprise GenAI safe, accurate and compliant.

Cloud
June 30, 2026 · 5 min read

FinOps in 2026: turning cloud spend into a strategic lever

How disciplined cost governance and engineering ownership convert unpredictable cloud bills into measurable business value.

Cybersecurity
June 22, 2026 · 7 min read

Zero trust, done right: beyond the buzzword

What a pragmatic zero-trust program actually looks like — and the sequencing that avoids stalled, over-scoped rollouts.

Data
June 15, 2026 · 6 min read

The data foundation your AI ambitions actually need

Why governed, high-quality data products are the real prerequisite for AI at scale — and how to build them incrementally.

Industry 4.0
June 6, 2026 · 8 min read

From connected factory to autonomous operations

Lessons from the shop floor on scaling IoT, digital twins and edge intelligence into resilient, self-optimizing plants.

Digital Experience
May 28, 2026 · 5 min read

Composable experiences: engineering for change

How a composable, API-first stack lets teams ship customer experiences faster without rebuilding from scratch.

AI
May 19, 2026 · 6 min read

Agentic AI in the enterprise: promise and pragmatism

Where autonomous agents create real leverage today, and the controls leaders need before handing over the workflow.

Cloud
May 8, 2026 · 7 min read

Modernizing legacy without a big-bang rewrite

An evolutionary approach to untangling monoliths that keeps the business running while you rebuild the core.

Data
April 30, 2026 · 6 min read

Measuring what matters: analytics leaders can act on

Moving beyond vanity dashboards to decision-grade analytics that change how the organization operates.

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