Dallas AI startup 4Minds raises $15 million at a $500 million valuation

4Minds, a Dallas startup that emerged from stealth in April, has raised a $15 million Series A at a $500 million post-money valuation, Dallas Innovates reported. Investors include Waterwood Capital Group, Isom Holdings and several family offices with ties to the energy and data centre industries.

4Minds' platform pulls data from more than 40 business systems, cleans it and organises it into a knowledge graph mapping how the data relates, which is then used to keep training the company's AI models on business tasks. It runs inside a customer's own systems, so sensitive data never reaches a public AI model. It targets regulated industries such as banking, insurance and pharmaceuticals, as well as retail and logistics, and sells through the AWS and Microsoft marketplaces.

Headcount has grown from 13 in February to more than 60, and CEO Ryan Trimberger expects about 100 by early 2027. He declined to share revenue targets but said, "We think we can scale and be in the nine-figure range very quickly." The money goes into sales, marketing and product development.