The December edition of Tech Briefs from SAE International featured a short paper from Akridata on how a Data Supply Chain is a critical part of our emerging AI-infused world. This is best seen in the transportation industry where accelerating ADAS/AV development demands a cohesive modern Edge-to-Cloud perspective focused on data.
As the paper explains:
The pivot of AI/ML teams toward “Data Centric AI” means more attention on data quality, diversity, and fit for the intended purpose of training and improving model and system performance.
ADAS/AV and IT Infrastructure teams face key challenges when it comes to the large, decentralized datasets critical to delivering the safety, convenience, and efficiency expectations of the autonomous world. Robust yet flexible data pipelines must address key challenges.