AI is no longer exclusively for digital native companies like Amazon, Netflix, or Uber. Dow Chemical Company recently used machine learning to accelerate its R&D process for Polyurethane formulations by 200,000x — from 2–3 months to just 30 seconds. And Dow isn’t alone. A recent index from Deloitte shows how companies across sectors are operationalizing AI to drive business value. Unsurprisingly, Gartner predicts that more than 75% of organizations will shift from piloting AI technologies to operationalizing them by the end of 2024 — which is where the real challenges begin.
How to Scale AI in Your Organization
Tech-savvy companies have started to adopt a new discipline: machine learning operations, or MLOps.
March 04, 2022
Summary.
AI is embedding itself into the products and processes of virtually every industry. But implementing AI at scale remains an unresolved, frustrating issue for most organizations. Businesses can help ensure success of their AI efforts by scaling teams, processes, and tools in an integrated, cohesive manner. This is all part of an emerging discipline called MLOps.
New!
HBR Learning
Business Plan Development Course
Accelerate your career with Harvard ManageMentor®. HBR Learning’s online leadership training helps you hone your skills with courses like Business Plan Development. Earn badges to share on LinkedIn and your resume. Access more than 40 courses trusted by Fortune 500 companies.
Learn how to create a winning business plan.
Learn More & See All Courses
New!
HBR Learning
Business Plan Development Course
Accelerate your career with Harvard ManageMentor®. HBR Learning’s online leadership training helps you hone your skills with courses like Business Plan Development. Earn badges to share on LinkedIn and your resume. Access more than 40 courses trusted by Fortune 500 companies.
Learn how to create a winning business plan.