Evos Raises $9M for Autonomous Industrial Operators

Evos has emerged from stealth with $9 million to build autonomous software operators for smaller industrial and logistics businesses.

What happened

The pre-seed financing was co-led by Uncork Capital and Field Ventures. Evolutionary Operating System, or Evos, develops agents that learn workflows from experienced employees and then carry out tasks inside existing business software. It is initially targeting freight, logistics and manufacturing companies where important processes often depend on tacit knowledge held by a small number of staff. Evos says it surpassed $1 million in annual recurring revenue four weeks after launch, but that is a company-reported early run-rate rather than audited annual revenue.

Why it matters

Many small and midsize industrial businesses have limited engineering teams and cannot replace every legacy system. Agents that operate through existing applications could automate work without requiring a full technology migration. The approach may be particularly useful where staff shortages or succession issues make operational knowledge fragile.

The bigger picture

The challenge is reliability. Tacit workflows often contain exceptions that experienced employees resolve intuitively. Evos must show that its agents know when to act, when to ask for help and how to recover from errors without disrupting core operations.