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Market Realities

60% | Data Quality Bottleneck | Of agentic AI projects are projected to fail due to a lack of AI-ready data. 52% of operational leaders cite poor data quality as their #1 barrier.
7% | The Readiness Deficit | Only 7% of enterprises report that their data architecture is completely prepared for AI integration, per Harvard Business Review & Cloudera.
780k | The Talent Crunch | Germany alone faces ~780,000 unfilled IT positions. 48% of enterprise implementations face delays due to lack of specialised technical talent.