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AI Companies Enter Customer Markets as Competitors

AI firms that initially provided models to businesses are now developing their own products, directly competing with their former clients in various market segments.

7 October 2026
AI Companies Enter Customer Markets as Competitors

Artificial intelligence companies that began by selling their AI models to clients are now expanding their operations by creating their own products. These new offerings directly compete with the very businesses that initially availed their services.

The emerging business strategy involves selling an AI model to valuable companies, integrating it deeply into their operations, and learning their business processes from the inside. This acquired knowledge is then leveraged to develop new products that directly challenge the original customer in the marketplace.

For instance, design tool company Figma partnered with Anthropic on AI-powered design tools. Anthropic later launched its own standalone design tool, Claude Design, creating direct competition for Figma. Similarly, Harvey, a legal sector tool that utilized Anthropic's models, now sees Anthropic offering Claude for Legal, competing for the same clientele.

This pattern is repeating across various sectors. Intercom's support agents were built on OpenAI's models, and OpenAI has since launched its own similar product, Presence. Abridge and Ambience built clinical documentation using OpenAI's API, and OpenAI now offers ChatGPT for Healthcare to hospitals.

This strategy reflects AI companies' pursuit of maximizing profitability. While customer data aids model development, AI firms are using this insight to create competing products that may erode their clients' market share. This development raises concerns, particularly in sectors like drug discovery, where companies are entrusting critical data to external entities.

Original source: inc42.com