The Ocean is Calling.

We are actively seeking collaboration with:

• Operators willing to share anonymized inspection footage for model training and validation

• Class Societies interested in co-developing standardized automated grading frameworks

• Academic research groups working on underwater computer vision, structural health monitoring, or marine corrosion science

• ROV/AUV manufacturers interested in integrating real-time defect detection into inspection hardware

For inquiries about research collaboration, data partnerships, or access to our technical reports, please contact: alexa@manta.inc or alexa.kayman@columbia.edu.