How can MLOps improve your business outcomes?
Just a few years ago, the idea of integrating AI/ML into a business workflow was the stuff of fanciful startups and Silicon Valley dreams. But as the practice has begun to solidify as a legitimate business tool for large enterprises, AI/ML has become more than just a great way to spend compute resources. It's a path to surfacing better customer experiences, creating better outcomes and even to saving lives.
All of these benefits don't just arrive on the scene because an administrator installed some software, however. AI/ML at scale, and the the speed of business, is one of those technology spaces that has now merited its own term: MLOps.
While the fundamentals of MLOps are squarely rooted in DevOps, the actual implementation of these algorithms and the usage of them day to day falls onto the same teams that are tasked with implementing the digital transformation: the developers.
Enabling those developers requires robust systems of data management, ingestion, and processing, similar to classic business ETL work, but at significantly larger and faster scales. Additionally, the specific use case for each AI/ML application is unique and must be tailored to meet the individual needs. While the systems enabling MLOps can be reused for multiple projects, the actual AI/ML projects themselves can range from matching buyers to goods, to predicting medical conditions ahead of time.
Today, unlocking the business power of AI/ML is no longer an item on the future roadmap. It is a differentiator that can make the difference here and now. Just ask any of our customers> here's a whole swath of case studies and information about how businesses are using Red Hat products to operationalize AI/ML.
Red Hat MLOps Success Stories
- Ministry of Defense, Israel
- Boston Children’s Hospital
- Discover Financial Services
- AXA France
- Isbank Turkey
- SWIFT
- NTT East
- DAFM, Ireland
- Verizon
- KPMG
- Turkcell
- RBC
- ExxonMobil
- HCA Healthcare
- BMW Group
- NEC
- Royal Bank of Canada and Borealis
Additional Resources
About the author
Browse by channel
Automation
The latest on IT automation that spans tech, teams, and environments
Artificial intelligence
Explore the platforms and partners building a faster path for AI
Open hybrid cloud
Explore how we build a more flexible future with hybrid cloud
Security
Explore how we reduce risks across environments and technologies
Edge computing
Updates on the solutions that simplify infrastructure at the edge
Infrastructure
Stay up to date on the world’s leading enterprise Linux platform
Applications
The latest on our solutions to the toughest application challenges
Original shows
Entertaining stories from the makers and leaders in enterprise tech
Products
- Red Hat Enterprise Linux
- Red Hat OpenShift
- Red Hat Ansible Automation Platform
- Cloud services
- See all products
Tools
- Training and certification
- My account
- Developer resources
- Customer support
- Red Hat value calculator
- Red Hat Ecosystem Catalog
- Find a partner
Try, buy, & sell
Communicate
About Red Hat
We’re the world’s leading provider of enterprise open source solutions—including Linux, cloud, container, and Kubernetes. We deliver hardened solutions that make it easier for enterprises to work across platforms and environments, from the core datacenter to the network edge.
Select a language
Red Hat legal and privacy links
- About Red Hat
- Jobs
- Events
- Locations
- Contact Red Hat
- Red Hat Blog
- Diversity, equity, and inclusion
- Cool Stuff Store
- Red Hat Summit