Driver and Cabin Monitoring Systems (DMS/CMS) are crucial for fleet safety, tracking driver attentiveness, and in-cabin activity.

DDD’s experience in autonomous safety solutions helps fine-tune DMS/CMS systems through rigorous data validation, enhancing product accuracy and compliance.

Classifying AV exposure to conditions like weather, traffic density, and road types is essential for evaluating system reliability enhancing model training and deployment strategies.

DDD’s specialized annotation teams streamline classification, ensuring high data accuracy and operational efficiency.

Categorizing AV footage enables efficient retrieval of critical events, like near-misses or policy violations, for compliance and ML training.

DDD develops tagging frameworks and executes large-scale video classification to support fleet managers and AI teams.

Evaluates an AV fleet’s exposure to various road conditions, helping teams balance testing across all relevant scenarios.

DDD compiles specialized reports detailing exposure trends, assisting product teams in optimizing their AV fleet’s real-world readiness.

Uses eye tracking, steering patterns, and biometrics to detect signs of drowsiness. Real-time alerts prevent fatigue-related accidents, improving driver and fleet safety.

DDD enhances ML-based fatigue models by curating and analyzing relevant behavioral data, ensuring high accuracy and reliability.

Ensures safe passenger entry and exit in AVs, reducing risks associated with automated door functions and accessibility challenges.

DDD’s scalable, secure BPO operations support AV companies in managing passenger safety at scale.

Provides roadside support for AV fleets, minimizing downtime and ensuring quick resolution of breakdowns enhancing response coordination.

DDD’s end-to-end support solutions combine contact center operations with on-ground response teams for efficient emergency handling.

AV passengers may require remote assistance for various needs, from navigation queries to emergency interventions.

DDD’s US-based teams provide secure, scalable remote passenger assistance, ensuring seamless support at all times.

Continuous monitoring of AV fleets ensures real-time visibility into vehicle status, incident detection, and compliance tracking.

DDD establishes command centers with secure monitoring solutions, optimizing fleet safety and performance.

Concept of Operations (CONOPS) outlines system behavior in real-world use cases that ensures timely troubleshooting of AV issues, preventing operational disruptions.

DDD provides expert-led in-field CONOPS support, enabling AV companies to maintain smooth operations and improve system reliability.