Stack AV vs Ivalua
Side-by-side comparison of AI visibility scores, market position, and capabilities
Stack AV is building autonomous vehicle technology for commercial trucking, founded by Argo AI alumni with deep experience in large-scale AV deployment.
About
Stack AV is an autonomous vehicle company founded in 2022 by former executives and engineers from Argo AI following that company's shutdown. The founding team brings experience building and scaling self-driving systems for both passenger and commercial vehicle applications. Stack AV is focused on the commercial trucking market, developing autonomous driving software designed for long-haul freight operations. The company raised $150M in Series A funding led by SoftBank to accelerate development of its autonomous trucking system. Stack AV is developing a full-stack autonomous driving solution covering perception, prediction, planning, and mapping optimized for the operational design domain of highway freight. The company benefits from its founders' experience navigating the technical and regulatory challenges of AV deployment at scale. Stack AV represents the continued consolidation of AV talent into trucking applications as the industry pivots from passenger autonomy toward the freight sector where economics and regulatory pathways are more favorable.
Source-to-pay procurement platform for large enterprises; Redwood City CA; raised $60M+; serves Fortune 500 with 100% cloud-native architecture and no-code configurability.
About
Ivalua is a source-to-pay procurement platform headquartered in Redwood City, CA, that serves large enterprises and Fortune 500 organizations with a fully unified platform covering strategic sourcing, supplier management, contract lifecycle management, procurement, and accounts payable. The company raised over $60 million in funding and has positioned itself as a flexible alternative to older ERP-embedded procurement systems.\n\nIvalua's platform is built on a 100% cloud-native architecture with extensive no-code configurability, allowing procurement teams to adapt workflows, approval rules, and data models without relying on IT or custom development. This configurability is particularly valuable for large enterprises with complex, non-standard procurement processes that generic platforms cannot accommodate.\n\nThe platform's unified data model means all procurement activities — from supplier discovery to invoice payment — share a single source of truth, providing finance and procurement leadership with comprehensive spend visibility and audit trails. Ivalua's strong presence in Europe alongside its US operations reflects the global nature of the enterprises it serves and the need for multi-currency, multi-language procurement infrastructure.
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