The edge computing advantage

Edge can help organizations drive faster operational responsiveness, improve energy efficiency, and support new data-driven business models that can capture massive untapped value.

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Meet the authors

, Chief Technology Officer, Industrial Sector, IBM Global Markets

, Global Research Leader, Energy and Resources Industry, IBM Institute for Business Value

, Industry 4.0 Architect, Industrial Sector, IBM Consulting

Originally published 06 May 2021.

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IBM Chemicals solutions

IBM solutions can help your chemical business improve manufacturing efficiency and drive productivity.

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Data and AI

Unlock the value of your data in new ways and accelerate your journey to AI.

IBM Consulting (will open in a new window)

IBM Consulting

Your trusted business and technology partner for digital transformation.

How can IBM help you?

IBM Chemicals solutions (will open in a new window)

IBM Chemicals solutions

IBM solutions can help your chemical business improve manufacturing efficiency and drive productivity.

Data and AI (will open in a new window)

Data and AI

Unlock the value of your data in new ways and accelerate your journey to AI.

IBM Consulting (will open in a new window)

IBM Consulting

Your trusted business and technology partner for digital transformation.

Digital transformation at scale for industrial products

AI, analytics, and other digital technologies are giving industrial products frontrunners a competitive edge.

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.

Aerospace & Defense State of the Industry (will open in a new tab)

Aerospace & Defense State of the Industry

Client facing deck about the state of the aerospace and defense industry and the major technology forces shaping it.

Oil and Gas State of the Industry (will open in a new tab)

Oil and Gas State of the Industry

A client-facing deck about the state of the oil and gas industry and the major technology forces shaping it.

Defense manufacturing in the AI era

Defense organizations have a rare chance to modernize now—using AI to supercharge manufacturing, boost capacity, and meet rapidly growing mission demands.

Chemicals in the AI era

AI is reshaping how chemicals companies operate and innovate and is driving measurable improvements in plant efficiency and R&D cycle times.