Success Strategies for AI Adoption: Lessons from Startups

This week’s World of DaaS LM Brief looks at new research from MIT, which finds that 95% of generative AI pilot programs inside companies are failing to deliver meaningful financial impact.

The issue is not model quality but enterprise integration and a steep organizational learning gap. The report shows ROI is strongest in back-office automation even as most budgets flow to sales and marketing, and that success comes from buying specialized solutions and forming strategic partnerships rather than building in-house.

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