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AI failures often trace back to poor data foundation: survey

Published

17 September 2026

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opportunities

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Data & AnalyticsAI Infrastructure

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Read at ciodive.com →

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Fusion42 · 17 September 2026 · Fusion42 review

A Collibra study reveals that over half of enterprises link AI failures to poor data foundations and are establishing clearer accountability for AI outputs internally.

This Wire brief sits within Fusion42's coverage of Data & Analytics and AI Infrastructure.

◆ ◆ The Wire takeaway

You must fix data quality before scaling AI or risk costly failures. Setting clear accountability for AI outputs within your team is now a practical step to safeguard performance and trust.

◆ Coverage

1 source · 17 Sep 2026

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Data & AnalyticsAI Infrastructureai-failuredata-qualityaccountabilityenterprisecollibra-survey