Vertical Insights

The Futurum Group’s analysts cover topics from a variety of industry verticals. Here you can narrow down our insights by industry or vertical. If you prefer to filter by specific technologies, you can do that here.

Databricks AI’s GPU Reliability Push Exposes Hidden Risks for Large-Scale Training
July 3, 2026

Databricks AI’s GPU Reliability Push Exposes Hidden Risks for Large-Scale Training

Databricks AI reveals critical GPU reliability challenges in distributed training environments. Silent slowdowns and numerical corruption pose greater risks than visible failures, threatening model quality and compute efficiency at enterprise...
AI Code Review Hits a Wall: Why Speed Without Trust Risks Engineering Chaos
July 3, 2026

AI Code Review Hits a Wall: Why Speed Without Trust Risks Engineering Chaos

A survey shows 94% of engineering leaders use agentic AI coding tools, but 55% struggle with reliability and hallucinations—revealing a critical gap between development speed and production quality....
Brave's Browser Containers Raise the Bar for Privacy and Workflow Flexibility
July 3, 2026

Brave’s Browser Containers Raise the Bar for Privacy and Workflow Flexibility

As AI platform adoption accelerates to $181.3B projected market size, Brave's v1.92 release introduces native browser containers addressing data privacy concerns for 52.6% of enterprise decision makers managing multi-cloud AI...
Is Self-Healing ITOps Ready to Replace Manual Incident Response?
July 3, 2026

Is Self-Healing ITOps Ready to Replace Manual Incident Response?

LogicMonitor's AI-driven ITOps framework combines root-cause analysis with governed automation to reduce alert fatigue and accelerate issue resolution, as agentic AI reshapes enterprise infrastructure management....
Can DataRobot's Unified AI Governance Break the Silo Trap for Enterprise AI?
July 3, 2026

Can DataRobot’s Unified AI Governance Break the Silo Trap for Enterprise AI?

DataRobot's unified AI governance platform extends beyond public cloud to on-premises, edge, and air-gapped environments, directly addressing the enterprise AI fragmentation problem where visibility ends at deployment boundaries....
Oracle Makes the Case for AI Inside Everyday Leadership Workflows
July 2, 2026

Oracle Makes the Case for AI Inside Everyday Leadership Workflows

Keith Kirkpatrick, Research Director at The Futurum Group, examines how Oracle Manager Edge embeds AI-powered coaching into Oracle Cloud HCM, bringing real-time guidance into managers' daily workflows and strengthening Oracle's...
Domino Data Lab From MLOps Platform to Governed AI Application Factory
July 2, 2026

Domino Data Lab: From MLOps Platform to Governed AI Application Factory

Nick Patience, VP and Practice Lead, AI Platforms at Futurum, examines Domino Data Lab's pivot to governed AI application delivery, its agentic AI governance framework, and what the strategy means...
Siemens and IFS Announce Alliance to Advance Industrial AI
July 2, 2026

Siemens and IFS Announce Alliance to Advance Industrial AI

Siemens and IFS have partnered to advance Industrial AI solutions, merging Siemens' industrial automation depth with IFS's AI-embedded ERP platform. The alliance targets asset-intensive industries as enterprise software demand accelerates....
Lakebase and LTAP Challenge Database Orthodoxy, Are Monoliths Finally Obsolete?
July 2, 2026

Lakebase and LTAP Challenge Database Orthodoxy, Are Monoliths Finally Obsolete?

Databricks revolutionizes analytical platforms through Lakebase and LTAP, unifying transactional and analytical workloads. Research shows 73.6% of organizations are increasing spend, signaling a major shift from legacy databases....
Shopify’s PyTorch Foundation Move Signals a Power Shift in Open Source AI for Commerce
July 2, 2026

Shopify’s PyTorch Foundation Move Signals a Power Shift in Open Source AI for Commerce

Shopify's Platinum membership in the PyTorch Foundation signals a shift toward community-governed AI frameworks, avoiding vendor lock-in as enterprises increasingly deploy generative AI in production....
How Anthropic and OpenAI Are Building Everywhere Ecosystems
July 1, 2026

How Anthropic and OpenAI Are Building “Everywhere Ecosystems”

Alex Smith, VP & Practice Lead, Ecosystems, Channels & Marketplaces at Futurum, shares insights on how Anthropic and OpenAI are building 'Everywhere Ecosystems' and the multidimensional go-to-market strategies designed to...
NVIDIA Jetson in Lunar Orbit Signals Commercial GPUs Are Ready for Spaceflight
July 1, 2026

NVIDIA Jetson in Lunar Orbit Signals Commercial GPUs Are Ready for Spaceflight

Brendan Burke, Research Director at Futurum, analyzes how Firefly Aerospace's deployment of NVIDIA Jetson in lunar orbit proves commercial GPUs now support demanding long-duration spaceflight missions....

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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

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