Cloudera’s ‘iPhone Moment’ Comes Without Hadoop

Much of the recent challenge around configuring and utilizing massive volumes of data has been around where the data lives.

The issue has been complicated by conflicting requirements. Compliance versus availability and performance. Silos versus interoperability, and questions of latency and security.

Now, according to enterprise software provider Cloudera, the answer is that data can live anywhere.

Not only that, but with the right platform, having the data anywhere means that AI applications — and agents — can also be anywhere, as can the choices companies make about their cloud deployments and providers.

In a barnstorming series of conferences, which began with the Cloudera Evolve conference in Singapore in August and will move across the world over the rest of the year, the company is launching its Cloudera Anywhere Cloud platform.

The platform, Cloudera says, enables the deployment and scaling of AI applications across multicloud and on-premises environments, operating either as part of an existing data lake or standalone to deliver a unified experience and functionality.

The pitch is that Cloudera Anywhere Cloud delivers comprehensive AI development, digital sovereignty and governance to a diversity of data environments, targeting the pain complex organizations go through in moving huge datasets to the public cloud so they can run their AI models.

The core concept is to leave data where it is, across complex environments, and manage it with the same code through one integrated data fabric.

Cloudera is backing it up with its own research. “The Great AI Re-Architecture,” a survey Cloudera commissioned from Wakefield Research, polled 1,500 enterprise architects, cloud infrastructure leads and data architects in June. It found that while 77% of organizations are actively using AI, nearly all (95%) have delayed or canceled AI initiatives over the past year because of data governance, compliance or regulatory challenges.

To overcome these challenges, 72% say their current data architecture requires a significant overhaul to meet future AI requirements. In other words, respondents believe today’s infrastructure was not built for the demands of modern AI.

The biggest launch since 2021

The Cloudera Anywhere Cloud launch is, according to chief executive officer Charles Sansbury, “our biggest product launch since going private” in 2021, and Cloudera claims it delivers the technology of 2030, but in 2026.

Other staffers at the conference in Singapore were calling it Cloudera’s “iPhone moment.”

Cloudera says its new platform “transforms how organizations innovate with data and AI.”

“Your data stays where it belongs,” said Leo Brunnick, Cloudera’s chief product officer. “Zero migrations, zero downtime, zero outages, zero complexity. Hybrid by default, modular by design, sovereign by deployment.”

Organizations, he said, “shouldn’t have to choose between innovation and control.”

“Cloudera Anywhere Cloud brings the speed and flexibility of the cloud directly to enterprise data,” added Brunnick.

“This allows enterprises to accelerate AI initiatives, while maintaining complete ownership of their data and intellectual property, all while optimizing the cost of their infrastructure, tokens and business models.”

To get here, Cloudera went shopping. Three deals did most of the lifting.

There was Verta in 2024, an operational AI startup specializing in large language model enablement, and in the same year metadata management platform Octopai was acquired.

Last year’s purchase of Czech company Taikun was possibly more transformative, adding a cloud-native and Kubernetes management platform provider that enabled Cloudera to unify deployment and operations across hybrid and multicloud environments.

In another major claim, Cloudera says Cloudera Anywhere Cloud can be deployed “with one click” in any or all of an organization’s cloud environments, and that what used to take 60 days can now be achieved in 60 minutes.

One customer, ExxonMobil system architect Monika Thulasi, told the conference that in her case it had taken 65 minutes.

A future without Hadoop

The Cloudera pitch is that its new platform is the next evolution from the world of Hadoop, the open-source framework for distributed data storage and processing that the company has been closely associated with supporting in the past.

Evolution, in this case, means a clean break in code but continuity in data. Cloudera Anywhere Cloud contains no Hadoop code, yet it can connect to existing Cloudera platforms and query the data they hold.

Cloudera promises six years of support for existing Hadoop users through an updated Cloudera Data Platform release codenamed Kona, while new projects will be offered on the new technology stack.

Cloudera Anywhere Cloud is being rolled out gradually, and only nine organizations are currently in the design program, with general availability scheduled for Nov. 30. For now, the one-click and 60-minute claims rest on those nine organizations and one customer’s account.

Then it will be up to the market to deliver its verdict on whether Cloudera Anywhere Cloud is the “iPhone moment” that will transform cloud and AI deployments, and deliver the “great AI re-architecture” its own survey says organizations need.

Image credit: iStockphoto/Diamond Dogs