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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.

Oracle Redefines Mission-Critical Tiers as AI Workloads Demand Always-On Data
April 14, 2026

Oracle Redefines Mission-Critical Tiers as AI Workloads Demand Always-On Data

Brad Shimmin, Research Director at Futurum, explores Oracle's new Diamond-Grade resilience and how sub-millisecond latency and post-quantum security are redefining mission-critical data for the age of agentic AI....
Is Shift-Left Code Review the Missing Link for Faster, Safer Software Delivery?
April 14, 2026

Is Shift-Left Code Review the Missing Link for Faster, Safer Software Delivery?

Shift-left code review moves quality enforcement into developers' editors before pull requests, reducing bottlenecks, accelerating feedback, and reshaping team dynamics....
CoreWeave's Anthropic and Meta Partnerships
April 13, 2026

CoreWeave’s Anthropic and Meta Wins Validate Benchmark Outperformance

Brendan Burke, Research Director at Futurum, examines how CoreWeave's $21B Meta deal and Anthropic partnership validate the neocloud model for frontier AI infrastructure built on MLPerf-leading performance....
compute partnership
April 13, 2026

Anthropic’s Google-Broadcom Deal: Model Company or Infrastructure Play?

Anthropic's Google and Broadcom partnership signals a strategic pivot toward supply chain control, raising questions about whether vertical integration will strengthen or dilute its model-first identity....
Technology Friction
April 13, 2026

Will Technology Friction Derail the ROI Promise of Enterprise AI Investments?

Despite record AI spending, enterprises lose 51 workdays per employee yearly to technology friction due to inadequate training, undermining ROI and requiring robust user enablement for platform-first strategies to succeed....
Will Intel Xeon CPUs Increase Google’s CPU:XPU Ratio?
April 13, 2026

Will Intel Xeon CPUs Increase Google’s CPU:XPU Ratio?

Brendan Burke, Research Director at Futurum, examines how Intel and Google's multiyear collaboration on Xeon CPUs and custom IPUs reframes the CPU as a strategic layer in heterogeneous AI infrastructure....
ServiceNow Embeds AI Across Platform. How Far Can This Model Scale?
April 13, 2026

ServiceNow Embeds AI Across Platform. How Far Can This Model Scale?

Keith Kirkpatrick, Research Director at Futurum, examines ServiceNow AI platform strategy, including Context Engine and developer tools, and highlights trade-offs around control, cost visibility, and enterprise dependence....
Cisco To Acquire Galileo: AI Agent Observability Can't Run at Human Speed
April 13, 2026

Cisco To Acquire Galileo: AI Agent Observability Can’t Run at Human Speed

Mitch Ashley, VP Practice Lead for Observability at Futurum, examines Cisco's Galileo acquisition and what real-time AI agent observability means for enterprises governing agents in production....
CLEAR and Snappt Target Property Management’s Identity Crisis—Will It Move the Needle?
April 13, 2026

CLEAR and Snappt Target Property Management’s Identity Crisis—Will It Move the Needle?

CLEAR and Snappt integrate biometric identity verification into the Applicant Trust Platform, addressing fraud and bad debt in multifamily property management while advancing enterprise-grade security standards....
Is Autonomous IT the Endgame for AI in Operations or Just the Start of a Bigger Shift?
April 12, 2026

Is Autonomous IT the Endgame for AI in Operations or Just the Start of a Bigger Shift?

As Autonomous IT evolves, CIOs must weigh efficiency gains against vendor lock-in and skills gaps, raising the question: is this AI's operational endgame or just the beginning?...
OpenAI’s GPT-5.3 Instant Mini: Does Faster AI Mean Smarter Enterprise Decisions?
April 12, 2026

OpenAI’s GPT-5.3 Instant Mini: Does Faster AI Mean Smarter Enterprise Decisions?

OpenAI's GPT-5.3 Instant Mini launch signals a critical shift in enterprise AI adoption. With 67% of organizations running GenAI in production and 75% increasing budgets, speed and cost-efficiency now drive...
OpenAI Sora Discontinuation: What the End of a Platform Means for Enterprise AI Strategy
April 12, 2026

OpenAI Sora Discontinuation: What the End of a Platform Means for Enterprise AI Strategy

OpenAI's 2026 Sora discontinuation forces enterprises to urgently reassess GenAI strategies, as 67% already run it in production while facing vendor lock-in and integration risks....

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