Deepen AI, a safety-first data-lifecycle tools for ADAS and autonomous driving, today announced a major product milestone: the seamless integration of Deepen Calibrate™, Deepen Annotate™ and the new Deepen Validate™ into a single, end-to-end platform. The complete suite is available for customers starting this week at the ADAS & Autonomous Vehicle Technology Expo Europe 2025 (Hall 9, Booth 9500, Messe Stuttgart).
"By unifying calibration, annotation and validation, we eliminate one of the industry's biggest bottlenecks," said Mohammad Musa, Founder & CEO of Deepen AI. "Engineering teams can correct sensor drift, generate pixel-perfect labels and validate large datasets — cutting development time by over 40 percent while dramatically improving safety."
A Data-Centric Workflow from Sensor to Safety
Deepen Calibrate tackles intrinsic and extrinsic mis-alignments across cameras, LiDAR, radar and IMUs. Target-less workflows turn a task that once took hours from Ph.D-level engineers into a guided process that anyone can complete in minutes.
Deepen Annotate replaces slow, error-prone labeling with AI-assisted 2D/3D annotation, built-in quality assurance and detailed analytics. SOC 2 and ISO 27001 compliance, along with on-prem or cloud deployment, lets enterprises protect sensitive data while scaling quickly.
Deepen Validate closes the loop by automatically validating labels, or fixing labels where gaps are detected, and benchmarking the performance across multiple external labeling vendors.
Together these capabilities put best-practice sensor optimization, scalable automation plus expert human-in-the-loop review, and rigorous real-world testing in one workflow—helping OEMs and Tier-1s solve persistent challenges like long-term sensor drift and complex multi-sensor fusion.
Thought-Leadership Session
Mohammad Musa will present "Calibration and Validation of ADAS" on 20 May 2025, 11:45-12:10 in the conference theatre. Attendees will see how integrated workflows reduced annotation spend, uncovered critical fusion errors and accelerated homologation for leading OEM programs.
Enterprise-Grade & Open by Design
Deepen AI's browser-based tools deploy securely on-premise or in the cloud, meeting GDPR, ISO 27001 and SOC 2 standards. As co-founder of the Safety Pool initiative and active member of the Autoware Foundation, Deepen AI continues to champion collaboration for safer automated driving worldwide.