Upstream oil and gas in the AI era

Upstream AI works within workflows, yet system-level impact stays limited. Redesigning operations, not adding use cases, unlocks scale.

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Chemicals and petroleum
Upstream oil and gas in the AI era
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Artificial Intelligence (AI)
Application management as the enterprise performance engine
Artificial Intelligence (AI)
Redesign for enterprise AI
CHRO/Talent and skills
Where AI breaks–or breaks through

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Featured insights

57% of organizations cite fragmented data and only 9% report real-time OT/IT integration.
Chemicals and petroleum

Upstream oil and gas in the AI era

AI isn't failing in upstream oil and gas. What's failing is scaling its value across the enterprise.

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Artificial Intelligence (AI)

Application management as the enterprise performance engine

AI is reducing effort across AMS, but outdated incentives and operating models are preventing organizations from capturing the full business value.

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In more than two-thirds of organizations (68%), unclear decision rights are already slowing AI adoption.
CHRO/Talent and skills

Where AI breaks–or breaks through

The AI-human operating model: why the same AI delivers radically different results across organizations.

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Only 11% of CIOs and CTOs say they feel fully prepared for the scale of AI agent deployment expected over the next 12 months.
Global C-suite Series

2026 Tech Leader Study: Building the IT foundation for agentic AI at scale

AI is scaling faster than IT foundations can adapt. See how CIOs and CTOs are redesigning architecture, governance, and investment to keep pace.

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Experienced adopters cut total finance cost by a median 8%, and up to 18% where AI is built into end-to-end processes rather than siloed use cases.
CFO/Finance and risk

Finance execution unlocks AI value at scale

Finance execution maturity—not technology—unlocks scalable AI value, cutting costs, accelerating ROI and transforming core finance processes through disciplined operating models.

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Only about one-third of core defense mission and business systems are AI ready today.
Government

Defense and Intelligence in the AI era

What defense and intelligence leaders across NATO and Five Eyes say about AI, decision-making, and the systems shaping future readiness.

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CEO/Strategy and management

2026 CEO Study: 5 plays for AI-first transformation

AI-first CEOs are executing on strategy more successfully and scaling more AI initiatives enterprise wide. Download the 2026 IBM IBV CEO Study to find out how.

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Artificial Intelligence (AI)

Redesign for enterprise AI

Agentic AI won't work in a fragmented IT estate. Learn how renovating architecture, data, decision rights, and operating model can help you deliver AI-powered returns that will set your organization apart.

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IBV + Partners

Win the moment by mastering customer intent

Win the moment by mastering customer intent

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AI in motion

AI in motion

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Unified ERP for the agentic enterprise

Unified ERP for the agentic enterprise

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The ERP leapfrog

The ERP leapfrog

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