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44% High-Tech Firms Scaling AI Stuck

A new Adobe analysis reveals that despite widespread adoption of artificial intelligence (AI), many high-tech firms struggle to scale successful use cases across departments. Only 44% of these organizations are in the 'Frozen Middle,' meaning they've moved beyond pilot projects but face challenges in replicating successes. The report suggests five practices for businesses: assigning one person…

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Key points

  • 44% of high-tech firms struggle with scaling AI use cases
  • Only 44% are in the 'Frozen Middle,' moving beyond pilots but facing challenges
  • Five practices recommended for better AI integration: one person responsibility, measurement system, collaboration, learning from failures, and internal champions
Full story from Small Business Trends · by Leland McFarlandOpen source ↗

44% of High-Tech Firms Are Stuck Scaling AI Beyond Pilots

Small Business Trends · 3 November 2026

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This text was published by Small Business Trends and written by Leland McFarland. It is reproduced here with attribution so you can read it in full; the rights remain with the publisher. Read it at the source ↗

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The headline, key points and digest above were generated by Digest AI's editorial model from the linked sources. Automated summaries can contain errors: the sources are the record. Spotted a mistake? Tell us. Published by Martin K., who runs Digest AI and handles corrections.

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