AI Is Helping, but Where's the Cash?
The landscape's shifting under our feet, and it’s not just because of artificial intelligence. The latest Neudata report for 2026 reveals a curious paradox: while AI adoption's rising like a social media influencer, spending on alternative data barely keeps pace. We’re talking about a modest bump to $2.8 billion in 2025, a 17% growth year-over-year. It’s not the blockbuster might you'd expect given all the hype.
Investors Are Cautious
Turns out, investment firms are mostly bringing AI into their own fold for productivity. A whopping 66% of firms are using AI and large language models primarily for internal workflow efficiency, while only 31% are focused on optimizing their investment strategies. That's a huge shift in focus. Where's the excitement in that?
“Some providers benefit from AI-led differentiation, but the overall spending tells a different story,” says Daryl Smith, head of research at Neudata.
Seems like firms are more interested in getting internally efficient than investing heavily in alternative data. That's concerning. If you're a data vendor, this might feel like holding a hot potato—you’ve got the tools, but not enough buyers willing to pay up for the service they once craved.
Less Crowding? More Opportunity?
A surprising nugget from the report highlights that average usage per dataset is actually dipping, with typical datasets now being utilized by about 20 investment clients—down from 25 in 2024. This counters the common narrative that alternative data's just losing its spark due to too many players crowding the field. Instead, it appears we’ve got a little breathing room. More datasets are around, but they aren’t all being devoured.
What's Driving These Trends?
- Dataset-Level Revenue Benchmarks: Misleading metrics can lead you astray. You need to dig deeper here.
- Leadership in Dataset Types: The report dives into spending categories to clarify where the money’s headed.
- Geographies Matter: Buyer needs differ radically across markets—one size does not fit all.
- Budget Confidence: Market headwinds or tailwinds can sway how firms allocate their cash.
- Regulatory Environment: Compliance continues to shape data adoption and onboarding processes.
The Neudata crystal ball isn't all foggy. They expect the alternative data market could reach around $23.1 billion by 2030 if the current trends hold. That’s heartening, but how much of that will be transformative versus merely a reaction to market needs?
The Bottom Line
Investors, hold your horses. This isn’t a death knell for alternative data, but it’s certainly not an all-systems-go signal either. The interplay between AI and spending suggests a cautious approach. Firms are clearly in a reevaluation phase, focusing on their internal efficiencies rather than luxury data assets. It begs the bigger questions: is AI merely serving as a tool for productivity instead of a revolutionary investment driver?
In these uncertain conditions, keeping an eye on data vendors’ strategies will be crucial for any serious investor. Find out where the real shifts are happening while distances are still manageable. If you're not adapting, you're falling behind in a rapidly evolving market. Be aware. Be prepared. The future might be bright, but it’s wise to keep the sunglasses handy just in case clouds come rolling in.
