AI is making software faster and cheaper to build, which increases competition and reduces product differentiation. As features become easier to replicate, the advantage shifts from product novelty to commercial execution.

The companies that win will be those that clearly understand the business value they create and deliberately generate demand by aligning to executive priorities and measurable outcomes. Those that rely on demos, inbound leads, or feature comparisons will increasingly compete on price and timing.

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