By Ocient Staff
Just a few short years ago, conversations about “big data” centered on volume, variety, and velocity. But as our annual Beyond Big Data reports show, the conversation has grown bigger, bolder, and far more urgent. Today, we’re not just talking about data at scale—we’re talking about trillion-record realities, the disruptive rise of AI, and the pressing demand to turn strategy into results.
This year marks the release of our fourth report in the series, Beyond Big Data: From Roadmap to Reality. We’ll be launching the report in a few short weeks, but first, let’s take a moment to reflect on where we’ve been—and where we’re going.
From Hyperscale Headwinds to Lift-Off
When we launched our first report back in 2022, we found an industry facing a tidal wave of data growth, with massive, “hyperscale” datasets becoming more common. Nearly every leader we surveyed expected their data volumes to skyrocket, yet many were shackled by outdated systems. The takeaway was undeniable: organizations that couldn’t modernize quickly would be left behind.
By 2023, those headwinds had turned into a tailwind. Data quality became a boardroom conversation, budgets were shifting toward modernization, and leaders were casting a wary eye at the limits of cloud-only strategies. At the same time, AI was beginning to gain traction—not just as a buzzword, but as a serious consideration for how organizations could compete and create value in entirely new ways.
Scaling Ambition in 2024
Last year, the story crystallized further. Leaders weren’t simply curious about AI—they were making concrete plans to invest. An overwhelming 93% of respondents told us they would pursue AI and machine learning within 18 months. But ambition met reality: unpredictable costs, infrastructure constraints, and talent shortages were slowing momentum. Meanwhile, sustainability rose to the forefront. IT leaders were no longer asking only about performance, but also about the energy implications of their decisions.
2025: From Roadmap to Reality
Now, the conversation has shifted once again. The age of speculation about AI is over; the age of execution has begun. In From Roadmap to Reality, we explore how organizations are moving beyond experimentation to measurable impact. Which roadblocks are slowing progress—and which best practices are clearing the path? Where are companies finding ROI in their AI investments, and how are they scaling responsibly without compromising security or sustainability?
The stakes have never been higher. As enterprises double down on AI adoption, those who can bridge the gap between strategy and action will unlock new efficiencies, new insights, and entirely new business models. Those who hesitate risk being outpaced by competitors who aren’t just talking about the future—they’re building it.
Join the Journey
Over the past three years, Beyond Big Data has chronicled the evolution of data and analytics from a question of “how much” to a deeper challenge of “how well.” This year, we’re turning the spotlight on what it really takes to deliver on the promise of AI and hyperscale analytics.
From Roadmap to Reality isn’t just about where the industry is headed. It’s about how leaders are making bold ideas tangible—and what it takes to get there.
Are you ready to see how vision becomes value? The journey continues. Watch this space.