Side-by-side comparison of AI visibility scores, market position, and capabilities
YC-backed AI digital workers for supply chain procurement; founded 2025 in San Francisco by ex-Google, Tesla, Amazon, and Stripe operators; $500K raised;
Lumari was founded in 2025 in San Francisco by a team of operators with experience at Google, Tesla, Amazon, and Stripe — companies known for operating complex, high-velocity supply chains at global scale. The founders identified procurement as one of the last major enterprise workflows still dominated by manual, email-heavy processes despite its direct impact on cost, supplier relationships, and operational continuity. Lumari was built to deploy AI digital workers that automate the procurement lifecycle, from sourcing and vendor evaluation to purchase order management and supplier communication.\n\nLumari's AI digital workers are designed to act as autonomous procurement agents capable of handling the full range of tasks that a junior-to-mid-level procurement professional performs: issuing RFQs, comparing supplier proposals, negotiating terms, processing approvals, and updating procurement records. The system integrates with existing ERP and procurement platforms, allowing enterprises to augment their current procurement teams without replacing core systems. By automating the transactional and administrative work, Lumari frees human procurement professionals to focus on strategic supplier relationships and category management.\n\nLumari is backed by Y Combinator and is in early-stage growth, building its first enterprise customer relationships and refining its product based on real-world procurement workflows. The supply chain AI market is attracting significant capital and attention as enterprises seek to reduce procurement costs and improve supply chain resilience following years of disruption. Lumari's founding team pedigree, YC backing, and focus on a specific, high-value workflow give it a strong foundation to scale within the enterprise procurement automation space.
San Francisco fleet management platform (formerly KeepTruckin) serving 120K+ customers with AI dashcams, ELD compliance, and GPS; $2.85B valuation competing with Samsara for commercial fleet telematics.
Motive (formerly KeepTruckin, rebranded 2022) is a San Francisco-based fleet management and physical operations platform providing AI-powered telematics — video dashcams, GPS tracking, electronic logging device (ELD) compliance, driver safety coaching, and fleet spend management — to trucking, construction, oil and gas, agriculture, and field service companies managing commercial vehicles. Founded in 2013 by CEO Shoaib Makani and backed with $400+ million raised including a $150 million Series E in 2021 at a $2.85 billion valuation from investors including CapitalG (Google) and Andreessen Horowitz, Motive serves 120,000+ customers managing 1 million+ physical assets.
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