If foundational AI models enable any competitor to replicate our technical analysis in seconds, how do we refine our Three Uniques to preserve margin?

Question

Tyler Smith · Accepted Answer

When commoditized software can perform analytical, computational, or research tasks instantly, attempting to sell raw technical work as a standalone unique is a direct path to margin erosion.

Revisit your Marketing Strategy on the V/TO®. Reframe your Three Uniques around interpretation, risk mitigation, and execution accountability rather than data production. Competitors who rely on software outputs will deliver cheap, unvetted spreadsheets and high-level summaries that often leave enterprise clients overwhelmed by data but starved for clarity.

Your Three Uniques should combine speed with verified outcome delivery:
- Accelerate research using private AI agents, but package the output inside proprietary decision-making frameworks that competitors cannot mimic.
- Introduce performance guarantees tied directly to the execution of your recommendations.
- Position your firm as the trusted risk filter that protects clients from the costly hallucinations and errors produced by uncurated automation.

Erik Brynjolfsson and Andrew McAfee frequently point out that value shifts toward complementors when a core input becomes free. Because raw technical insight is now a cheap commodity, contextual judgment and disciplined implementation are more valuable than ever. Price your offerings on the commercial value of the business problem you solve, not the manual hours it used to take to produce the underlying analysis.