Upstream PQD (Proactive Quality Detection)
Upstream · Operations & Productivity
Certification per AWS Marketplace.
Evidence tier Source Confirmed · 4 captures on record
What the publisher says
As described on AWS Marketplace.
Warranty and recall costs for connected and software-defined vehicles are major challenges for OEMs. Despite vast amounts of data collected daily, OEMs often address quality issues only after numerous consumer claims. Early detection is crucial, as delayed identification increases costs and safety risks. The complexity of connected vehicles and their supply chains, especially with the shift to SDVs, makes early detection even harder. With 250 million connected vehicles on the road and 500 expected by 2030, the need for proactive analytics to prioritize and manage warranty is growing as data volume between vehicles and AWS is projected to increase 3-5X.
Upstream offers a powerful solution for automotive after-sales quality teams, enabling them to detect and prioritize vehicle component failures earlier. The app can help estimate scale, severity, and cost, allowing for faster fixes on the manufacturing line or through OTA/SDV upgrades.
Show the rest of the publisher’s description (3 more lines)
Powered by ML and AI (Bedrock), Upstream's PQD app helps Monitor, Analyze, Investigate and Prioritize quality issues to reduce warranty costs
With real-time connected car analytics, Upstream accelerates Root Cause Analysis (RCA) and automates customer outreach, ensuring swift resolution and improved customer satisfaction. With zero footprint within vehicles, quality investigation teams can ingest multi-sensorial real-time telematics, combined with diagnostics, factory and dealership Repair Orders (RO) data, stitched to S/BOM, ROs, and Warranty Claims. This allows scale through millions of live vehicle digital twins, with 3 observation vectors (Single Vehicle, Fleet, and Component).
With over 35 million connected vehicles monitored and 10s of Terabytes of data processed daily, Upstream is trusted by over a dozen global OEMs, 20 MSSPs, and more than 10 GSIs.
Highlights
Highlighted by the publisher on AWS Marketplace.
Correlate Multiple Data Sources: Vehicle Telematics & Diagnostics stitched to S/BOM, ROs, and Warranty Claims.
3 Observation Vectors: Single Vehicle, Fleet, Component.
Powered by ML and AI: Monitor, Analyze, Investigate and Prioritize quality issues to reduce warranty costs.
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Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
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