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90% of Robot Demos Never Make It to a Real Factory. Here's Why.

90% of Robot Demos Never Make It to a Real Factory. Here's Why.

25m 53s

90% of robot prototypes never make it to real factories.

They work in a closed lab. They look impressive on video. And then reality hits.

In this episode, we break down what actually separates a convincing prototype from a system that runs reliably in production. And why that gap is much harder to close than most people think.

You'll gain insights into:
- what makes a prototype fail in real deployment
- why 99% reliability is harder than it sounds
- how the digital twin works inside a neural net
- where humanoid robots really stand today

More about RobCo:...

Physical AI: The 5 Levels of Robot Autonomy explained

Physical AI: The 5 Levels of Robot Autonomy explained

31m 9s

Dancing robots. Kung-fu moves. Humanoid acrobatics all over the feed.
But does that mean Physical AI has actually arrived?

In this episode, Clemens, Principal Engineer at RobCo, shares what Physical AI really means for industrial automation and where the technology stands today.

You'll gain insights into:
- why Large Language Models are just the starting point and what comes after
- how robots are being taught today compared to five years ago
- how RobCo approaches Physical AI in real manufacturing environments
- where the technology stands today and what accuracy rates actually matter in practice

More about RobCo:
Website:...

Why robotics is changing everything right now | Clemens Marschner

Why robotics is changing everything right now | Clemens Marschner

46m 29s

How do you go from being a computer passionate to helping shape an AI-first robotics company?

This episode is about Clemens.
His journey.
His decisions.
And why he is exactly where he is today.

You’ll gain insights into:
- his path from early fascination with computers to working in large-scale tech environments
- why he chose to join RobCo
- what truly fascinates him about AI (beyond the buzzwords)
- how engineering changes when systems start learning instead of just executing rules
- how teams at RobCo collaborate, make decisions, and drive innovation forward

More about RobCo:
Website: https://www.rob.co
LinkedIn:...

RobTalk - Trailer

RobTalk - Trailer

0m 32s

RobTalk. The autonomous robotics podcast from RobCo.

Real talks on Physical AI. What works. What breaks.

From first deployments to systems that handle real-world complexity.

Insights for engineers, operations leaders, and robotics enthusiasts.

New episodes every month. Subscribe on Spotify, Apple Podcasts, or wherever you listen.