JANUARY 20, 2027 Β· MUNICH H2 Discussion Panel 45 Minutes Main Stage
Deployment Β· Physical AI

Applications, Deployment Paths & Real-World User Experience

Deployed systems across automotive, logistics, and healthcare. Performance metrics, integration constraints, and scaling barriers from production environments β€” with real-world user experience from the field.

Date
Wednesday, January 20, 2027
Time
10:00 – 10:45
30 min break follows
Duration
45 Minutes
Location
Main Stage

Session Leadership

Tobias Herwig – Moderator
Moderator
Tobias Herwig
Owner Β· Fabrik der Zukunft

Industrial automation and AI deployment specialist with hands-on experience in production environments.

What This Panel Covers

Practical deployment intelligence from organizations that have moved beyond pilot projects.

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Deployed Systems in Production

Case studies from automotive, logistics, and manufacturing where humanoid systems are actively deployed. What works, what doesn't, and why.

Automotive Logistics Manufacturing
πŸ“Š

Performance Metrics & ROI

Real performance data: cycle times, uptime, failure rates, and total cost of ownership. Which use cases actually deliver positive ROI.

Performance Data ROI Analysis
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Integration Constraints

Brownfield integration challenges, takt time alignment, safety zone design, and the reality of fitting humanoids into existing workflows.

Brownfield Takt Time Safety Zones
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Real-World User Experience

Operator feedback, training requirements, acceptance barriers, and the human factors that determine deployment success or failure.

Operator Feedback Acceptance Training

Three Deployments Presented Live

Each use case is presented on-site with real operators and deployment leads. Names and companies will be announced soon.

Logistics

Logistics & Intralogistics Deployment

Humanoid robot deployment in warehouse and distribution environments β€” pick-and-place, palletizing, and mixed-case handling.

TBA
Deployment Lead
Name to be announced
TBA
Company
To be announced
Healthcare

Healthcare & Clinical Support Deployment

Humanoid systems in hospital and care environments β€” patient assistance, material transport, and support tasks in clinical workflows.

TBA
Deployment Lead
Name to be announced
TBA
Company
To be announced
Automotive

Automotive Production Deployment

Humanoid robots in automotive manufacturing β€” flexible assembly support, kitting, and line-side operations in brownfield plants.

TBA
Deployment Lead
Name to be announced
TBA
Company
To be announced

Speaker names and company affiliations for the three on-site deployments will be announced closer to the event.

Voices on This Panel

Confirmed moderators and invited experts. Additional contributors are being confirmed.

Tobias Herwig
Tobias Herwig
Moderator
Fabrik der Zukunft
TBA
Speaker to be announced
Logistics deployment lead
TBA
Speaker to be announced
Healthcare deployment lead
TBA
Speaker to be announced
Automotive deployment lead

Takeaways from This Session

Which use cases actually deliver ROI

Real numbers from deployed systems β€” not projections from lab studies.

How to avoid common integration failures

Lessons from brownfield deployments across three industries.

Direct access to deployment leads

Talk to the people who actually run humanoid systems in production.

Ready to join this session?

Register for the Advanced Humanoid Forum 2027 and secure your seat on the Main Stage.