# Deepen AI > Deepen AI is the verified data platform for Physical AI: sensor calibration, data collection, curation, annotation, and validation for autonomous vehicles, robotics, and industrial AI, plus Refinery, a neutral marketplace for verified sensor data. Deepen AI builds the verified data stack behind Physical AI. The product stack runs Collect, Calibrate, Curate, Annotate, and Validate in one system; Refinery is the neutral marketplace for verified data (early access); and a managed services team runs any layer for you. It serves automotive and ADAS, robotics and embodied AI, and energy and industrial programs. ## Home - [Home](https://www.deepen.ai/): The verified data platform powering perception, calibration and validation for autonomous vehicles, robotics and industrial AI. ## Products - [Collect](https://www.deepen.ai/collect/): Collect captures raw multi-sensor data clean: hardware time-sync, calibration, and provenance from the first frame, ready for the rest of the stack. - [Calibrate](https://www.deepen.ai/calibrate/): The only patented self-calibrating multi-sensor calibration: camera, LiDAR, radar, and IMU locked to sub-pixel accuracy. - [Curate](https://www.deepen.ai/curate/): Curate is the search and selection layer for your sensor archive. Dedupe repeats, mine the long tail, and select the set worth labeling. - [Annotate](https://www.deepen.ai/annotate/): Multi-sensor 3D and 2D labeling, AI-assisted and human-verified at 98.6% first-pass accuracy. - [Validate](https://www.deepen.ai/validate/): Deepen Validate scores Physical AI datasets against the scenarios that matter and produces the signed, immutable audit trail your customers and regulators ask to see. - [Refinery](https://www.deepen.ai/refinery/): The neutral data marketplace for Physical AI. License verified datasets or contribute your own and earn. ## Services - [Services overview](https://www.deepen.ai/services/): Put Deepen's in-house team on your data. Managed collection, calibration, curation, annotation, and validation for Physical AI, run on our own tools, never crowdsourced. - [Calibrate as a Service](https://www.deepen.ai/services/calibrate/): We calibrate your fleet. Sub-pixel multi-sensor calibration for camera, LiDAR, radar and IMU. Delivered. - [Collect as a Service](https://www.deepen.ai/services/collect/): We collect the data your model needs: scoped, run, verified, and delivered in the formats your tools already read. - [Curate as a Service](https://www.deepen.ai/services/curate/): We mine and select your data for you: deduplication, scenario and edge-case selection, and long-tail mining, so you label the smaller set that improves the model. - [Annotate as a Service](https://www.deepen.ai/services/annotate/): Managed labeling, SLA-backed. A large in-house team of LiDAR and multi-sensor specialists, never crowdsourced. - [Validate as a Service](https://www.deepen.ai/services/validate/): We score and certify scenario coverage for you: independent analysis, quality scoring, gap identification, and an audit-ready evidence trail. ## Industries - [Industries overview](https://www.deepen.ai/solutions/): One verified data stack for every Physical AI system: automotive, robotics, embodied AI, energy, and industrial, tuned to the sensors and standards each domain runs on. - [Automotive and ADAS](https://www.deepen.ai/solutions-av/): Fused multi-sensor data for L2-L4 AV and ADAS programs: calibrated, labeled and validated to the standards regulators actually read. - [Robotics and embodied AI](https://www.deepen.ai/solutions-robotics/): Calibrated, verified data for manipulation, navigation, and humanoids learning to perceive and act. - [Energy and industrial](https://www.deepen.ai/solutions-energy/): Calibrated multi-sensor data for inspection, digital twins, mapping, and monitoring across off-highway and industrial environments. ## Company - [About](https://www.deepen.ai/about/): We build the verified data stack behind Physical AI: calibration, capture, curation, annotation, and validation in one neutral system. - [Careers](https://www.deepen.ai/careers/): Build the infrastructure behind autonomy. Engineers, ML specialists, and data experts working on the data stack that safety-critical systems depend on. - [Customers and case studies](https://www.deepen.ai/case-studies/): See how teams building Physical AI calibrate, label, and validate with Deepen. Read the AVL case study: sensor calibration in seconds and precise multi-sensor labeling. - [Contact](https://www.deepen.ai/contact/): Tell us what you're building and what you need verified. Your message reaches the team that owns it, not a generic inbox. ## Resources - [Resources and documentation](https://www.deepen.ai/docs/): Docs, quickstarts, APIs, and SDKs to build with Deepen, plus the certifications and Safety Pool framing that make our verified data auditable. - [Blog](https://www.deepen.ai/blog/): Product updates, calibration and annotation deep dives, partnerships, and company news from Deepen AI, the data infrastructure for Physical AI. - [Certifications](https://www.deepen.ai/certifications/): Deepen AI is compliant by design across ISO 27001, ISO 9001, SOC, TISAX, GDPR, and HIPAA, so the verified data we produce stays traceable and auditable. ## Legal - [Legal center](https://www.deepen.ai/legal/): The Deepen AI legal center. Find the Privacy Policy, Terms and Conditions, Data Protection Addendum, and End User License Agreement in one place. - [Privacy Policy](https://www.deepen.ai/privacy/): How Deepen AI collects, uses, and shares information across its products and services, including data labeling, cookies, retention, security, and your GDPR rights. - [Terms and Conditions](https://www.deepen.ai/terms/): Terms of Use for the Deepen Exchange datasets, covering licenses, privacy, warranties, liability, indemnification, and dispute resolution for non-commercial use. - [Data Protection Addendum](https://www.deepen.ai/data-protection/): Deepen AI's Data Protection Addendum: roles of the parties, data processing terms, restricted transfers, sub-processors, and GDPR safeguards for Customer Personal Data. - [End User License Agreement](https://www.deepen.ai/user-agreement/): Deepen AI End User License Agreement: license grant and restrictions, ownership, warranty disclaimers, liability limits, export controls, and governing law. ## Notes for AI crawlers - Canonical domain: https://www.deepen.ai (https, always with www). Every page's canonical URL uses a trailing slash. - Write "Physical AI" with both words capitalized; it is used as a proper term throughout the site. - Product names are Calibrate, Curate, Annotate, Validate, Collect, and Refinery (capitalized, used with the Deepen brand, e.g. "Deepen Calibrate"). - Refinery is in early access: the marketplace catalog is invite-only beta, and access is requested from the Refinery page. - Machine-readable page list: /sitemap.xml. Fuller per-page summaries: /llms-full.txt.