Futurum primary research

The New AI Workforce: Pressure, Productivity, and the Perception Gap

The people closest to AI trust it least — and your CEO probably isn’t the one setting AI strategy.

Futurum surveyed 775 technology leaders and practitioners on how AI is actually landing inside the enterprise. The findings cut against the prevailing narrative: nearly a third of leaders report pressure to overstate AI success, the most AI-fluent employees are the most worried about displacement, and strategy ownership has shifted decisively to the technical C-suite.

The Future of
Decision Intelligence
is Here

Static reports can’t keep up with how fast markets, competitors, and buyers change.

Futurum replaces that model with the Futurum Intelligence Platform, an AI-powered,  self-service engine that puts the freshest market data, decision-maker insights, and vendor evaluations—all backed by Futurum analysts—at your fingertips.

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The Futurum Difference

Decision-Ready Intelligence, Continuously Refreshed

Stop chasing the market. Make decisions with intelligence that stays current.

Static intelligence can’t keep up with how fast markets and buyers move. The Futurum Intelligence Platform combines continuously refreshed data, analyst expertise, and AI to deliver decision-ready intelligence that stays current as the world changes.

 

Static Intelligence

Living Intelligence

Futurum Signal

Always Live. Always Forward-Looking

Futurum Signal is a real-time, predictive vendor evaluation model.

It continuously ingests market signals, applies analyst-defined scoring, and forecasts vendor momentum 6–12 months ahead, so you can act on what’s happening now, not what was true last quarter.

Bring credibility to competitive decisions with analyst-backed vendor evaluations.

Download the latest Signal Report

ERP Platforms – Futurum Signal

Real-Time View in the Futurum Intelligence Platform

Real-time vendor scoring across five dimensions. Know who's leading, who's closing the gap, and where the market is heading next.

Analyst-Verified Intelligence

Every signal, score, and forecast is verified by domain experts who train the models, validate the data, and ensure every output is decision-ready.

Futurum in the News

Highlighted Insights & Research

Lattice Mach-N2 Turns the Post-Quantum Procurement Gate Into an FPGA Moat
September 21, 2026
Article
Article

Lattice Mach-N2 Turns the Post-Quantum Procurement Gate Into an FPGA Moat

Brendan Burke, Research Director at Futurum, shares his insights on why Lattice Mach-N2's full CNSA 2.0 compliance and integrated flash extend the secure control FPGA lead as the post-quantum procurement gate nears....
CodeRabbit Triage: Fixing the PR Inbox That Cries Wolf
September 20, 2026
Article
Article

CodeRabbit Triage: Fixing the PR Inbox That Cries Wolf

CodeRabbit launched Triage on September 18, 2026, using AI-assisted scoring to automatically prioritize pull requests—addressing a critical pain point for the 46.8% of organizations targeting software engineering as a top...
Cisco and NVIDIA Bring Splunk AI to Enterprises
September 18, 2026
Article
Article

Cisco and NVIDIA Bring Splunk AI to Enterprises

Fernando Montenegro, VP at The Futurum Group, shares insights on Splunk AI, the Cisco–NVIDIA partnership, and enterprise requirements for hybrid deployment....
Salesforce and Google Cloud Expand Access to CRM Workflows
September 18, 2026
Article
Article

Salesforce and Google Cloud Expand Access to CRM Workflows

Keith Kirkpatrick, Research Director at The Futurum Group, examines Salesforce’s Google Cloud expansion and the tests ahead for enterprise workflows and commerce....
Zscaler Launches Agentic SOC, Betting on Telemetry Over Model Horsepower
September 18, 2026
Article
Article

Zscaler Launches Agentic SOC, Betting on Telemetry Over Model Horsepower

Fernando Montenegro, VP at Futurum, analyzes Zscaler's launch of Agentic SOC and why its inline telemetry, decoy mesh, and Red Canary detection matter more than the AI agents themselves....
PyTorch Day Japan Brings Open-Source AI to Tokyo
September 18, 2026
Article
Article

PyTorch Day Japan Brings Open-Source AI to Tokyo

PyTorch Day Japan 2026 convenes ML engineers and AI researchers in Tokyo on December 10 to explore sovereign AI development, open-source inference, and enterprise adoption....

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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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