Ideas
Data & APIroboticsengineering

Robotics fail compilation service

Curate and analyze robotics failure videos for engineering teams. Sell searchable failure pattern databases.

Why now

As robotics adoption grows, learning from others' mistakes accelerates development.

Who for
robotics engineering teams
Business model
enterprise subscriptions
Effort
A few weeks

Robotics engineers repeat preventable mistakes due to lack of shared failure data.

Build a video platform where teams upload and tag failure footage with technical postmortems.

Sell enterprise subscriptions to aerospace and manufacturing teams benchmarking reliability.

Launch with a YouTube channel analyzing public failure videos before building premium features.

Risk: Sensitive industry data may be hard to acquire.

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Robotics fail compilation service — Ideas