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Proprietary data functions as a scaling complement to AI models, creating durable competitive moats that software alone cannot replicate. Enterprises must prioritize internal data curation and fine-tuning pipelines to build self-improving products.

Impact: Companies leveraging proprietary datasets will outperform competitors reliant on generic frontier models, securing long-term market positioning.

— from AI Sovereignty, Data Moats, and the Neolab Correction · The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch· Aug 03, 2026