Tech riderRev. 21 Sept 2026

Deepen AI

Ch 165.9of 24 Data Labeling Software

1Runs onAPI, self-hosted, Web
2CostsNot stated by the maker
3Image annotationYes
4Audio/video annotationYes
5Model-assisted labelingYes
6Review workflowYes
7API or SDK accessYes
8Deploymentboth

7 lines stated Written from the maker's own pages: deepen.ai

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Overview

Deepen AI is ranked #16 of 24 in data labeling software on Specifiction. It runs on API, Self-hosted, Web.

Compared on data labeling software

Image annotation: Yesdeepen.ai
Audio/video annotation: Yesdeepen.ai
Model-assisted labeling: Yesdeepen.ai
Review workflow: Yesdeepen.ai
API or SDK access: Yesdeepen.ai
Deployment: bothdeepen.ai

Facts

Product: Deepen AI describes itself as data infrastructure for Physical AI, connecting calibration, capture, curation, annotation, and validation.deepen.ai · 4 Oct 2026
Calibration: Deepen Calibrate aligns camera, LiDAR, radar, and IMU sensors to a shared frame, with the site reporting under 0.8-pixel reprojection error.deepen.ai · 4 Oct 2026
Curation: Deepen Curate deduplicates sensor data, searches clips and frames, and mines rare scenarios and long-tail edge cases before labeling.deepen.ai · 4 Oct 2026
Annotation: Deepen Annotate supports 2D and 3D labeling, including bounding boxes, segmentation, keypoints, point clouds, and multi-frame tracking.deepen.ai · 4 Oct 2026
Validation: Deepen Validate scores scenario coverage, audits labels, compares label sets, prioritizes risky frames for human review, and records signed audit trails.deepen.ai · 4 Oct 2026
Integrations and formats: The site lists ASAM OpenLABEL, LeRobot, ROS 2, MCAP, nuScenes, HDF5, Parquet, COCO, Rosbag, Zarr, KITTI, ORC, Pascal, and WebDataset as supported formats.deepen.ai · 4 Oct 2026
API and SDKs: Deepen says its REST API and SDKs can connect its products to customers’ own pipelines.deepen.ai · 4 Oct 2026
Security and compliance: Deepen lists ISO 27001:2013, ISO 9001:2015, AICPA SOC, TISAX, GDPR, and HIPAA among its security and compliance certifications or frameworks.deepen.ai · 4 Oct 2026
Data handling: Deepen says it never keeps customers’ data.deepen.ai · 4 Oct 2026
Services and support: Managed services include collection, calibration, curation, annotation, and validation, with a dedicated program manager and agreed accuracy and turnaround SLAs for annotation.deepen.ai · 4 Oct 2026
Pricing limit: Curate is quoted per program based on archive size and scope, and the site directs customers to contact Deepen for a quote.deepen.ai · 4 Oct 2026
Who it is for: Deepen presents its stack for Physical AI teams across automotive, robotics, energy, and industrial systems, including safety-critical autonomy programs.deepen.ai · 4 Oct 2026
Marketplace availability: Deepen Refinery is described as a beta launching soon, with dataset discovery, licensing, and deployment into training environments.deepen.ai · 4 Oct 2026
Purpose: Deepen AI provides a connected data infrastructure stack for Physical AI, covering calibration, capture, curation, annotation, and validation.deepen.ai · 5 Oct 2026
Industries: The company describes its stack for automotive, robotics, energy, and industrial systems.deepen.ai · 5 Oct 2026
Sensor calibration: Deepen Calibrate aligns camera, LiDAR, radar, and IMU sensors to a shared coordinate frame, with under 0.8px reprojection error and sub-1° angular error stated on the page.deepen.ai · 5 Oct 2026
Dataset curation: Curate deduplicates sensor data, searches clips and frames, and surfaces rare scenarios and long-tail cases before labeling.deepen.ai · 5 Oct 2026
Quality review: Deepen says annotation datasets receive annotator review, peer review, and QA lead sign-off, with 98.6% first-pass accuracy.deepen.ai · 5 Oct 2026
Data formats: The listed formats include ASAM OpenLabel, LeRobot, ROS 2, MCAP, nuScenes, HDF5, Parquet, COCO, Rosbag, Zarr, KITTI, ORC, Pascal, and WebDataset.deepen.ai · 5 Oct 2026
Curation deployment: Curate is offered in cloud, VPC, or on-premises, with data residency options and indexing in place.deepen.ai · 5 Oct 2026
Curation pricing: Curate is quoted per program based on archive size and scope; the page says it does not use a rate card.deepen.ai · 5 Oct 2026
Security and standards: The company lists SOC 2 Type II, ISO 27001, TISAX, GDPR, EU AI Act-ready, and other standards and initiatives on its About page.deepen.ai · 5 Oct 2026
API access: Deepen provides API documentation, and its calibration APIs require an access token.help.deepen.ai · 5 Oct 2026
Support: The Services page describes a dedicated program manager as the point of contact for an engagement.deepen.ai · 5 Oct 2026
Marketplace status: Deepen Refinery is described on the homepage as a marketplace beta launching soon.deepen.ai · 5 Oct 2026