How do we determine whether an AI initiative belongs in our customer-facing Three Uniques or should remain an internal operational efficiency play that protects our margins?

Question

Tyler Smith · Accepted Answer

Every leadership team wants to tell the market they are an AI-powered company. For 98 percent of businesses, that is a strategic mistake. Putting generic AI capabilities on your V/TO under your Three Uniques invites immediate price competition and buyer skepticism. If your differentiator is simply that you use a large language model to produce work faster, any competitor with an API key can nullify that claim by next quarter.

To make this call, apply a simple operational filter. AI belongs in your Three Uniques only if it creates a proprietary, repeatable outcome that a competitor cannot purchase commercially. This usually requires three assets combined: a massive historical proprietary dataset, an integrated workflow deeply embedded into customer operations, and an outcome backed by an operational guarantee. If your AI feature simply reduces the manual labor required to produce your deliverable, it is not a marketing unique. It is table stakes operational infrastructure.

Treat internal efficiency tools with the respect they deserve: as margin multipliers. Prioritize using AI across cumbersome internal processes that trap your highest-paid employees in repetitive work. When you lower your internal cost to deliver by 40 percent without degrading quality, you do not need to advertise the technology. You harvest that efficiency directly into your bottom line as expanded EBITDA or redeploy your staff into proactive client retention and strategic advising.

Keep your customer-facing positioning focused on the business result you guarantee. Let your competitors boast about their software while you use automated efficiency to run circles around their delivery speed and profit margins.