Our board is pushing us to market our proprietary AI models as our main strategic differentiator, but our engineers say these models will be commodity tech in twelve months. How do we distinguish between true competitive differentiation and table stakes when planning our strategy?

Question

Tyler Smith · Accepted Answer

Distinguish between temporary technical novelty and durable operational advantage. As economists Erik Brynjolfsson and Andrew McAfee highlight, base technology diffuses rapidly across markets. The underlying model is rarely your long term moat. Your real competitive moat is how deeply the technology integrates into your unique operational processes and customer relationships.

Treat external AI tools and models as table stakes. If your competitors can access the same foundational systems by paying an API subscription, having an algorithm in your stack does not make your business uniquely valuable. The true differentiation lies in your proprietary operational workflow and how effectively your team leverages that technology to deliver client outcomes.

In your V/TO®, your Three Uniques must reflect outcomes and proprietary combinations of value that competitors cannot replicate simply by licensing software. Use AI to eliminate cumbersome back-office friction so your team can spend more time on high-impact, human advisory work that clients actually value.

Frame technology as internal operational leverage rather than your primary public-facing value proposition. When an acquirer evaluates your business, they do not pay a premium for generic API integrations. They pay for high customer retention, sticky relationships, and expanding operating margins driven by human experts who know how to wield modern technology effectively.