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Blog · 2026-06-14
Why Physical AI needs a verified data stack
Physical AI teams need calibrated, annotated, and consistently verified sensor data.
Read the full story →Notes on verified data for Physical AI.
Product updates, calibration and annotation deep dives, partnerships, and company news from the Deepen AI team.
Blog · 2026-05-21
Deepen AI and Deontic partner on AV validation
Deepen AI and Deontic partner to help AV and ADAS teams move from data to validation.
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Blog · 2026-04-23
The safety case for data quality in annotation
Why annotation quality belongs in the safety case for Physical AI systems.
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Blog · 2026-04-20
Targetless multi-sensor calibration for Physical AI
Deepen AI introduces targetless multi-sensor calibration for automotive and robotics teams.
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Blog · 2026-04-20
Integrated sensor calibration and annotation for ADAS
Deepen AI brings sensor calibration and data annotation together for ADAS development.
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Blog · 2026-03-12
Deepen AI raises seed round for Physical AI ground truth
Deepen AI announces a seed round to scale sensor-fusion ground truth for Physical AI.
Read the full story →Blog · 2026-03-08
Closing the gap between robots that see and act
Deepen AI explores the data infrastructure connecting robot perception with real-world action.
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Blog · 2024-03-27
May Mobility improves fleet calibration with Deepen AI
May Mobility uses Deepen AI’s calibration suite to improve sensor operations across its fleet.
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Blog · 2023-08-30
New features for 3D semantic segmentation
Deepen AI announces new semantic-segmentation features for enterprise and scale-up teams.
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Blog · 2023-07-11
Safety pools for automated driving systems
How the safety-pool concept supports safer automated-driving system development.
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Blog · 2023-07-11
Estimating calibration accuracy with residual error
How residual error helps estimate accuracy in a calibration optimiser workflow.
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Blog · 2023-07-11
Five new sensor modes for Deepen AI calibration
Deepen AI’s calibration tool now supports five additional sensor modes for autonomous systems.
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Blog · 2023-07-11
ADASTEC chooses Deepen AI calibration suite
ADASTEC selects Deepen AI’s multi-sensor calibration suite for advanced autonomous systems.
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Blog · 2023-07-11
TOCA Social chooses Deepen AI for targetless calibration
TOCA Social uses Deepen AI for targetless calibration of its soccer-playing box cameras.
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Blog · 2023-07-11
What is a Charuco board?
Learn how Charuco boards support accurate camera calibration with fewer captured images.
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Blog · 2023-07-11
Deepen AI expands autonomous systems work in China
Deepen AI’s China sales programme supports growth in autonomous vehicle systems.
Read the full story →Blog · 2023-07-11
Deepen AI and Cron AI form long-term partnership
Deepen AI and Cron AI partner on annotation and adaptive 3D perception technology.
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Blog · 2023-07-11
Deepen AI welcomes Philip Hughes as strategic advisor
Deepen AI welcomes industry veteran Philip Hughes as a strategic advisor.
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Blog · 2023-07-11
Deepen Calibrate: commercial sensor calibration
Deepen Calibrate provides browser-based tools for accurate multi-sensor calibration.
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Blog · 2023-07-11
Deepen AI launches radar and IMU calibration
Deepen AI expands sensor calibration with new radar and IMU pairings for autonomous systems.
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Blog · 2023-07-11
4D LiDAR semantic segmentation for autonomous driving
How 4D LiDAR semantic segmentation can improve autonomous-driving development.
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Blog · 2023-07-11
Loop-based multi-sensor calibration optimiser
Deepen AI introduces a loop-based optimiser for multi-sensor calibration accuracy.
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Blog · 2023-07-11
Safety Pool releases 100,000 self-driving scenarios
Safety Pool announces 100,000 self-driving test scenarios ready for download.
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Blog · 2023-07-11
Deepen AI launches an AI-powered annotation tool
Deepen AI launches an AI-assisted annotation tool for faster, more consistent labeling.
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Blog · 2023-07-11
Vicomtech chooses Deepen AI for complex automotive work
Vicomtech chooses Deepen AI for a high-complexity automotive sensor project.
Read the full story →Blog · 2023-06-27
Calibration and annotation for enterprise teams
Deepen AI combines sensor calibration and AI-assisted annotation for large enterprises.
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Blog · 2021-11-10
How to calibrate sensors for autonomous vehicles
A practical guide to calibrating multi-sensor data for localization, mapping, and perception.
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