The Deployment Failure Holding Back Your AI Investments

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The Deployment Failure Holding Back Your AI Investments

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Illustration by Sandra Rilova

Many companies are investing heavily in AI but seeing little measurable productivity improvement, because their tools optimize work within individual functions rather than across them. Research

Firms are using AI widely but struggling to realize measurable productivity gains. This pattern is now well documented. A survey from early 2026 of nearly 6,000 senior executives found that 69% say their company actively uses AI. More than two-thirds use it themselves, yet about nine in ten reported no measurable effect on either productivity or employment. In late 2025, McKinsey similarly found 88% of organizations use AI regularly, yet only 39% report any enterprise-level EBIT impact. A third 2025 study found that only 5% of AI pilots had produced measurable bottom-line impact.