Evos Raises $9M for AI Agents Learning from Veterans

Startup Evos has raised $9 million in pre-seed funding, led by Uncork Capital and Field Ventures, to build AI agents that learn from experienced workers in small industrial businesses. Its Workhorse platform deploys autonomous operators in sectors like freight and logistics, starting behind an approval gate where humans review every decision. Agents achieve roughly 82% accuracy after 24 hours and can handle 70% of a human's daily workload. Early customer MyFreightWorld made over 3,500 auditing decisions at 97% accuracy. Evos launched one month ago and has already surpassed $1 million in annual recurring revenue.