Data Intelligence, Analytics, & Infrastructure

Balancing Innovation and Control in Enterprise Data Strategy

Enterprise data is the lifeblood of business. No endeavor, whether a simple order-to-cash process or a complex, agentic  AI solution, can survive without timely access to accurate, high-quality, secure, and governed data. As we move into 2026,  the market is pivoting from experimentation to engineering, demanding a stack that is not just “AI-ready” but explicitly architected to accelerate AI.  

This shift is reshaping the four pillars of Futurum’s market coverage: 

  • Data Foundation & Storage: The market is witnessing the end of blind, deaf, and dumb storage. The convergence of database systems and the demand for high-throughput object storage are turning this layer into the high-performance  memory tier required to feed hungry GPU clusters and agentic systems. 
  • Data Processing & Orchestration: The era of the monolithic platform is fracturing into a composable, open lakehouse architecture. Most notably, the semantic layer has graduated from a BI feature to a critical, standalone infrastructure  component that translates business context for AI agents. 
  • Data Analysis & Intelligence: The data professional is evolving into an “AI Shepherd.” Consequently, Futurum is tracking  the reinvention of Business Intelligence into “Generative BI,” where natural language replaces code, and the focus moves  from building dashboards to managing the lifecycle of AI models and agents. 
  • Data Management & Trust: Governance is no longer a passive activity. It is now an active defense system. Futurum  tracks how data observability and FinOps are together becoming a “radar” for the modern stack, enforcing  accountability through data contracts to prevent model hallucinations and spiraling compute costs. 

When working on strategy, product, marketing, and sales initiatives, consider intelligence from our expert analysts – planned deliverables for 2026 include:

  • Market Data – bi-annual market sizing & five-year forecast  
  • Decision-Maker Survey – bi-annual IT Decision Maker survey  
  • Analyst Insight Report – a report on critical issues in the industry  
  • State of the Market Report – a report on technology, markets, products, and vendors
  • Futurum Signal Report Access – any Signal Report published in the relevant practice area

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The Latest NEWS

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Brad Shimmin at Futurum shares his insights on how the shift to autonomous, read-write AI agents is forcing legacy databases to evolve. Discover why strong consistency, multi-tiered memory, and speculative...
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41.3% of Enterprises Default to Cloud-Provider Catalogs as AI Infrastructure Choices Splinter Across Four Layers

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The Great Pragmatic Pivot: Why Enterprises Are Trading AI Vibes for Technical Receipts
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The Great Pragmatic Pivot: Why Enterprises Are Trading AI Vibes for Technical Receipts

Brad Shimmin, Research Director at Futurum, reveals key findings from the 1H 2026 Data Intelligence survey, showing a move from broad AI hype to pragmatic technical task automation in documentation...
Enterprise Data Analytics Survey Finds 59% Investing in Semantic Layers as Critical AI Infrastructure
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Brad Shimmin, VP & Practice Lead at Futurum, reveals that nearly 59% of organizations are directing incremental budget toward semantic layers as accuracy concerns dominate AI trust....
Prioritizing Intent Over Movement Semantic Layer Market to Hit 19% Growth Compared to 12% for Manual Engineering
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Prioritizing Intent Over Movement: Semantic Layer Market to Hit 19% Growth Compared to 12% for Manual Engineering

Brad Shimmin, VP and Practice Lead at Futurum, explores the release of the OSI v0.1 specification and why a standardized semantic layer is the non-negotiable foundation for driving 300% more...

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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.

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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

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