What is Next Beyond Container Environments

Container Management Environments for on-premises and public cloud deployment of container-based applications are an imperative for Information Technology.  For most IT operations, this is seen as an answer for IT Transformation – moving to an environment with portable containers, resilient applications with multiple clusters, scaling to meet application needs, use AI to optimize operations, and all the other promises made or projected for improving services delivery from IT to their customers.  This may require IT operations to make several attempts to move beyond developer environments and initial “learning” implementations.

There are a number of Container Management Systems from vendors such as Red Hat OpenShift, SUSE Rancher, VMware Tanzu, D2IQ Kubernetes Platform, Platform9 Managed Kubernetes, Mirantis Container Management and the public cloud environments of Azure Kubernetes Service, AWS Elastic Kubernetes Service, and Google Kubernetes Environment (all of which are covered in the Evaluator Group Evaluator Series Research).  Make no mistake, container environments are complicated, even when offered and supported by premier vendors.  The fact that the area is still evolving and there are so many open-source tools leads to constant change.  But, the gain for responsiveness from development to deploy updated or new software to meet changing environments (with CI/CD pipelines) leads to the demand.

While Evaluator Group seeks to help in explaining the solutions and needs in our coverage as well as providing information necessary to make informed decisions, it is useful to take a step back and use the evolution of operating environments to think about the end game – what will we encounter going forward as the industry makes the major transition to Container Management Environments.

So, what is next?

I really think we are in the middle of an evolution with containers.  Right now, it requires deep understanding and is relatively complicated with continual changes frustrating IT operations.  The next step will be to a container environment that is somewhat sealed and relatively invisible such that applications will run like what we call ‘serverless’ today.  This will make deployment much simpler and separate the application development from having to be cognizant (or tweaking) of the environment.  Those developers that want to reinvent the environment to their own desires will be frustrated and continue with their special improvements and condemn the common environment (reminds me of those same comments regarding deploying applications in mainframe environments).  There will be some cases where customization (and inherent complication) brings value but that should be the minority.  Ultimately, there will be another great advance to meet the services delivery demand that container environments address today, but that will hopefully be a number of years in the future. We have seen computing expand from the mainframe to mini-computers, to PCs, to client-server, and to virtual machines.  Those additions were driven primarily by the need to deliver services more quickly and economically.  Evolution will continue and as said earlier, we are in the middle of the container management transformation.  The IT industry needs to benefit from the investment in the IT Transformation being accomplished with container environments for some time before something significantly new will transform the industry and we start the cycle all over again.

Author Information

Randy Kerns

Randy has written numerous industry articles and papers as an educator and presenter, and he is the author of two books: Planning a Storage Strategy and Information Archiving – Economics and Compliance. The latter is the first book of its kind to explore information archiving in depth. Randy regularly teaches classes on Information Management technologies in the U.S. and Europe.

Related Insights
The End of Token Maxing Why Pragmatic AI Engineering is Replacing Frontier Models
August 10, 2026

The End of Token Maxing: Why Pragmatic AI Engineering is Replacing Frontier Models

Futurum analysts Brad Shimmin and Guy Currier discuss how Tokenomics and AI FinOps are forcing enterprises to abandon massive frontier models in favor of smaller, domain-specific AI endpoints governed by...
Active Storage Takes Over AWS DynamoDB Adds Native Vector Search for Agentic AI
August 7, 2026

Active Storage Takes Over: AWS DynamoDB Adds Native Vector Search for Agentic AI

Brad Shimmin, VP at Futurum, analyzes the launch of native vector search in AWS DynamoDB. By embedding semantic retrieval directly into its serverless operational database, AWS eliminates fragile AI data...
Teradata Q2 FY 2026 Hybrid AI Strategy Gains Enterprise Traction
August 7, 2026

Teradata Q2 FY 2026: Hybrid AI Strategy Gains Enterprise Traction

Futurum Research analyzes Teradata’s Q2 FY 2026 earnings, focusing on hybrid AI, Teradata Factory, AI Studio, and guidance....
SK hynix's 54 Trillion Won Investment: A Bold Move for AI Memory Dominance
August 7, 2026

SK hynix’s 54 Trillion Won Investment: A Bold Move for AI Memory Dominance

SK Hynix announces a massive 54 trillion won investment in AI memory production facilities, positioning itself at the center of the data intelligence supercycle as enterprise AI spending accelerates globally....
Backblaze Q2 FY 2026 CoreWeave Deal Strengthens AI Storage Position
August 5, 2026

Backblaze Q2 FY 2026: CoreWeave Deal Strengthens AI Storage Position

Brad Shimmin and Brendan Burke, analysts at Futurum, review Backblaze’s Q2 FY 2026 earnings, focusing on B2 Cloud Storage growth, AI infrastructure demand, and the CoreWeave agreement....
Agentic AI
August 5, 2026

Can Databricks Bridge the Context Gap in Agentic AI Deployments?

Enterprise agentic AI investment is accelerating, yet ROI remains elusive without proper data context. Impetus Technologies addresses this critical gap through Leap™ AI Solutions, targeting the $541B Data Intelligence market...

Book a Demo

Welcome

The vision behind everything in Futurum’s Custom Research practice is this: research should show you what is happening, what comes next, and what to do about it. It should be personal to each audience, easy for people to grasp, and structured so LLMs can reason over it accurately. And it should be fast and turnkey; you want answers now, not another project to carry for quarters.

Whether you are defining business, channel, or go-to-market strategy; evaluating vendors or justifying ROI; or commissioning research to fill an emerging market need, we have your back, with a program that answers your questions with the objectivity and credibility to drive real decisions.

To do it, we bring unmatched data to bear: Futurum research, surveys, and market projections; validated market feeds; ETR’s 15 years of insight from 10,000 technology decision-makers; G2’s buyer and user data; and what our analysts hear every day. Add leading primary collection, from AI-moderated voice interviews to surveys and analyst-led interviews, all turnkey, and every project comes out credible, nuanced, and actionable.

And we don’t just drop the results in your lap. For internal work, we provide analyst-led sessions, interactive dashboards, and a range of formats. For market-facing work, Futurum delivers turnkey activation and amplification that actually gets seen, by people and by LLMs, through our media and share of voice. This is research that moves decisions and markets.

We will meet you wherever you are, from a fast-turn brief to a multi-year program, and shape the work to your goals, timeline, and budget. The right program for your moment.

If any of this is useful, I would love to talk.

Benjamin Brown, VP Custom Research, Futurum Research

Benjamin Brown

VP, Custom Research · The Futurum Group

Newsletter Sign-up Form

Get important insights straight to your inbox, receive first looks at eBooks, exclusive event invitations, custom content, and more. We promise not to spam you or sell your name to anyone. You can always unsubscribe at any time.

All fields are required






Thank you, we received your request, a member of our team will be in contact with you.