Deterministic First || Security by Default || Experience as the Measure || Human at the Centre.
Three out of four AI deployments fail to achieve projected ROI on $665 billion in global enterprise AI spend. The gap between AI ambition and AI results has never been wider.
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Most AI projects don't fail. They just never arrive.
Source: CIO Research · 2026
73%
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88% of AI pilots never reach production regardless of company size or budget. Bad data, integration complexity, and cost shock kill more AI projects than the technology ever does.
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$665 billion invested. 27% working as intended.
Source: McKinsey Global AI Survey · 2026
88%
When AI is built right and actually ships, the returns are real. Organisations with successful AI deployments average 171% ROI — with payback periods of 4 to 9 months.
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The gap between the 88% and the 12% isn't luck. It's architecture.
Source: Elvex / 2026
171%
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