# Industrial Next unveils AI robots that retool factories in minutes

Digest AI · Robotics & Physical AI · published 2026-10-13T23:00:00Z

Canonical: https://digestai.news/story/industrial-next-unveils-ai-robots-that-retool-factories-in-minutes

## Summary

Industrial Next, a San Francisco startup founded in 2021 by former Tesla engineers Lukas Pankau and Allen Pan, introduced AI-powered robotic stations designed to adapt production lines in minutes rather than weeks. Their system uses proprietary foundation models to combine vision, task context, and motion, eliminating the need for traditional programming or physical retooling. The robots learn tasks through simulation and demonstration, not hard-coded scripts, and can handle delicate, high-precision jobs like threading cables or peeling protective film—tasks previously deemed too complex for automation. Industrial Next partnered with BMW Group Technology Office to evaluate its dexterous manipulation for manufacturing, aiming to automate tasks traditionally requiring human labor.

The founders cite Tesla’s struggles with outdated factory equipment as the inspiration. Pankau and Pan, who worked on autonomous systems and factory automation, noted that even advanced AI models lack the vast datasets needed for robotics. Industrial Next’s solution involves high-fidelity simulations to train robots for precision tasks without extensive real-world exposure. The startup claims its stations already automate critical steps in smartphone production, including tasks previously impossible for robots. Their long-term goal is full end-to-end car manufacturing without human intervention.

## Key points

- Industrial Next’s AI robots retool production lines in minutes, not weeks, using simulation and demonstration
- Partners with BMW Group Technology Office to test dexterous manipulation for manufacturing automation
- Handles delicate tasks like cable threading and film peeling at human speed and accuracy

## Why it matters

If successful, Industrial Next’s robots could slash downtime and costs for manufacturers by eliminating rigid automation. Their approach targets high-precision tasks that have stymied robotics, potentially unlocking automation for complex industries like automotive.

## Sources

1. [Industrial Next wants factory robots to switch tasks in minutes, not weeks](https://techcrunch.com/2026/10/13/industrial-next-wants-factory-robots-to-switch-tasks-in-minutes-not-weeks) (TechCrunch AI, 2026-10-13)

## Cite

Digest AI, "Industrial Next unveils AI robots that retool factories in minutes", 13 October 2026, https://digestai.news/story/industrial-next-unveils-ai-robots-that-retool-factories-in-minutes

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