Welf Group

Welf Group is an industrial AI research and engineering company that serves mid-sized industrial firms, of the Mittelstand type. Its research arm, Welf Labs, studies how AI understands industrial situations and learns from experience.

What Welf Group offers

• Physical AI and robotics — The firm creates the intelligence for robots and humanoids and integrates it into a customer's operations.
• Mobility engineering — AI engineering for road, air and sea vehicles.
• Energy and plant operations — AI aimed at cutting downtime and energy losses in equipment.
• Private AI infrastructure — The firm builds AI on a customer's own data, knowledge and systems.
• Forward-deployed engineering — Engineers work alongside the customer's specialists from first question to production.

Who it works with

The firm describes its clients as industrial companies, with a focus on mid-sized businesses.

Key facts

• Research unit: Welf Labs
• Approach: Moves from research to systems, products and new ventures