healthcare IT

Enterprise AI ROI Gap: Why Productivity Gains Vanish at Scale

Enterprise AI ROI Gap: Why Productivity Gains Vanish at Scale

AI, Application Development, Enterprise Software, Machine Learning /

Enterprise AI is making individual contributors faster while leaving organizational returns largely unchanged. The cause is structural: AI was layered onto inherited processes that were never redesigned to benefit from acceleration. ECI Research data on engineering time allocation and AI security risk illuminates why the productivity gains are disappearing before they reach the balance sheet.

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AI Productivity ROI: Why the Efficiency Gains Are Going Nowhere

AI Productivity ROI: Why the Efficiency Gains Are Going Nowhere

AI, Application Development, Automation, Enterprise Software /

AI has delivered real productivity gains across engineering organizations, but most of those gains are being absorbed by existing processes rather than driving revenue. Michael Privat’s argument exposes a structural flaw in how enterprises are measuring AI ROI. ECI Research data confirms the innovation capacity problem is widespread.

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Atos Bets on Sovereign AI Security With CrowdStrike and Microsoft

Atos Bets on Sovereign AI Security With CrowdStrike and Microsoft

AI, Application Development, Automation, Compliance, Enterprise IT Strategy, Security /

Atos’s June 2026 announcements reveal a coordinated sovereign AI strategy spanning threat management, agentic productivity, and healthcare infrastructure. ECI Research analyzes what the CrowdStrike and Microsoft partnerships mean for enterprise security buyers and the broader sovereign AI market.

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Contact Center AI: Why Deployment Isn't Delivering Results

Contact Center AI: Why Deployment Isn’t Delivering Results

AI, Application Development, Automation /

ReflexAI’s 2026 survey of 109 contact center leaders finds that AI tools are nearly universal but rarely effective. The root cause isn’t technology — it’s the broken handoff between training and QA that no current platform is built to bridge. ECI Research examines what this means for ITDMs, developers, and the vendors competing for this market.

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