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The enterprise AI strategy that outlasts any single model

In fact, organizations that tie their future to a single model provider risk getting left behind altogether if a different model’s next iteration leapfrogs the one they’ve signed a long-term contract to use.

Every enterprise tech leader already understands the power of virtuous cycles. Amazon didn’t build an enduring competitive advantage by betting on a single product. Every improvement to its logistics network attracted more sellers, which increased selection and order volume, which justified further investment in logistics. Visa became more valuable as more merchants accepted its cards, attracting more cardholders, which, in turn, encouraged even more merchants to join.

Organizations that anchor their AI strategy to a single model provider will spend the next decade reacting every time the frontier shifts. On the other hand, organizations that build model-agnostic systems will benefit from every shift. Every improvement from Anthropic, OpenAI, Google, Meta or the next breakthrough model becomes another source of competitive advantage.

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