Evos raises $9 million to build AI 'operators' for freight and factory businesses
Representative image: kaboompics / Pixabay
New York start-up Evos emerged from stealth on October 14, 2026 with a $9 million pre-seed round led by Uncork Capital and Field Ventures for AI operators in industry.
What Happened
Evos, a New York start-up building artificial intelligence (AI) software for businesses in freight, manufacturing and logistics, came out of stealth on Wednesday, October 14, 2026, with $9 million in pre-seed funding. The round was co-led by Uncork Capital and Field Ventures, with Crosslink Capital, Utopia Capital Management, Sandwith Ventures and angel investors also taking part. Evos builds what it calls AI "operators": software that learns how a company's most experienced staff do their jobs and then carries out that work inside the company's existing systems. Founder and chief executive Urav Shah said the company passed $1 million in annual recurring revenue about a month after going live with its first customers.
Key Facts
- Funding: $9 million pre-seed, announced October 14, 2026.
- Co-leads: Uncork Capital and Field Ventures; also Crosslink Capital, Utopia Capital Management, Sandwith Ventures and angels.
- Market: small and mid-sized businesses in the "physical economy", such as freight, manufacturing and logistics.
- Product: AI operators that learn from experienced employees and work inside existing software.
- Company claims: more than $1 million in annual recurring revenue about four weeks after launch; deployment in about 24 hours.
- Early customer: freight company MyFreightWorld, which reported better billing accuracy and efficiency.
- Evos says it grants full autonomy only for tasks where the AI's decisions match the human team's.
Why It Matters
Much of the excitement around AI agents has focused on office work: writing, coding and customer service. Evos is aiming at a different and less glamorous part of the economy, the trucking, warehousing and manufacturing firms whose operations often depend on the knowledge of a few experienced employees. If an experienced dispatcher or billing clerk retires, that knowledge can leave with them. Evos pitches its software as a way to capture it.
Its approach to trust is also notable. Rather than switching on full automation from day one, the company says its operators work alongside staff and are only allowed to act alone on tasks where their decisions consistently match what the human team would do. That kind of gradual handover is likely to matter to smaller businesses wary of handing core operations to software.
For Indian founders, the deal points to an opening. India has many small and mid-sized manufacturers, transporters and traders with similar operations. AI tools built for this "physical economy" are still at an early stage worldwide, and investors are now backing them even at the pre-seed stage.
| Detail | Information |
|---|---|
| Company | Evos, New York |
| Round | $9 million pre-seed |
| Co-leads | Uncork Capital, Field Ventures |
| Customers | Small and mid-sized freight, manufacturing and logistics firms |
| Reported revenue | Above $1 million run rate, per the company |
Impact
Short-term: Evos will use the money to grow its team and sign more customers. Its claims on revenue and deployment speed come from the company and will be tested as it scales.
Long-term: If AI operators work reliably in industrial back offices, they could change how small firms in logistics and manufacturing handle billing, scheduling and paperwork, and reduce the risk of losing know-how when experienced staff leave.
Who is affected: Small and mid-sized businesses in freight, logistics and manufacturing; their office staff; investors in AI start-ups; and founders building similar tools in India and elsewhere.
Key Takeaway
Evos's $9 million pre-seed round shows investors backing AI agents for the trucking, warehouse and factory businesses that the first wave of AI tools largely ignored.
Questions and Answers
How much did Evos raise?
Evos raised $9 million in a pre-seed round announced on October 14, 2026, co-led by Uncork Capital and Field Ventures.
What does Evos do?
It builds AI "operators" that learn from a company's most experienced staff and then carry out tasks inside its existing systems, aimed at freight, manufacturing and logistics businesses.
Who is the founder of Evos?
Urav Shah is the founder and chief executive.
How fast is Evos growing?
The company says it passed $1 million in annual recurring revenue about four weeks after going live. It has not disclosed pricing or customer numbers.
Disclaimer: Prepared by the Peepals newsroom from publicly available sources with AI assistance. Information is accurate to the best of our knowledge at the time of publication and may change. Images may be representative. Not professional advice. Report an error via our contact page.
Sourced and fact-checked by the Peepals Global Editorial Team
Reported, fact-checked and published by the Peepals Global Editorial Team.
