BasicAI vs Deepen AI
BasicAI
basic.ai
Deepen AI
deepen.aiSide by side
| Figure | BasicAI | Deepen AI |
|---|---|---|
| Price from | $550/mo | — |
| Free plan | — | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 0 |
| Spec score · Data Labeling Software | 8.0 (#11) | 7.7 (#16) |
| Deployment | BasicAI offers on-premise deployment options, with professional deployment and maintenance services and data kept within the customer’s systems. | The listed deployment options are managed cloud, virtual private cloud, on-premises, and air-gapped environments. |
| Headquarters | Irvine, California, USA | Santa Clara, California, United States |
| Product | BasicAI provides a multimodal data annotation platform and managed data annotation services for AI training data. | Deepen AI describes itself as data infrastructure for Physical AI, connecting calibration, capture, curation, annotation, and validation. |
| Support | The company provides technical support and offers a dedicated support plan with its private-cloud deployment. | The Services page describes a dedicated program manager as the point of contact for an engagement. |
| Who it is for | The platform is presented for machine learning engineers, AI researchers, data annotators, and project managers creating training datasets. | Deepen presents its stack for Physical AI teams across automotive, robotics, energy, and industrial systems, including safety-critical autonomy programs. |
Plans
In their own words
Deepen AI
Deepen AI provides connected data infrastructure for Physical AI, linking sensor calibration, capture, curation, annotation, and validation. Deepen Calibrate aligns camera, LiDAR, radar, and IMU sensors to a shared frame; the site reports under 0.8-pixel reprojection error and sub-1° angular error. Deepen Curate deduplicates sensor data, searches clips and frames, and surfaces rare or long-tail scenarios before labeling. Deepen Annotate handles 2D and 3D labels, including boxes, segmentation, keypoints, point clouds, and multi-frame tracking. Deepen Validate scores scenario coverage, audits and compares labels, prioritizes risky frames for review, and records signed audit trails. REST APIs and SDKs connect products to customer pipelines. Supported formats include ROS 2, MCAP, nuScenes, HDF5, Parquet, COCO, Rosbag, Zarr, KITTI, ORC, Pascal, WebDataset, and ASAM OpenLABEL. Deployment spans managed cloud, VPC, on-premises, and air-gapped environments. Pricing is on request.