Side-by-side comparison of AI visibility scores, market position, and capabilities
Autonomous driving AI using end-to-end deep learning. $8.6B valuation after $1.2B Series D (Feb 2026). Zero-shot driving in 500+ cities. Founded 2017, London. Private.
Wayve is an autonomous driving AI company founded in 2017 by Alex Kendall and Amar Shah (Cambridge ML PhDs), headquartered in London. Uses end-to-end deep learning where AI learns to drive from data like a human, without HD maps or hand-coded rules. First and only AV to drive zero-shot in 500+ cities across Europe, North America, and Japan.
SAP (NYSE: SAP) cloud supply chain planning with demand sensing, inventory optimization, and S&OP for enterprise manufacturers; competing with Kinaxis and o9 Solutions as the native planning layer for SAP ERP customers.
SAP Integrated Business Planning (SAP IBP) is SAP's (NYSE: SAP) cloud-native supply chain planning platform providing demand sensing, inventory optimization, sales and operations planning (S&OP), supply planning, and response management for enterprise supply chains — replacing legacy SAP Advanced Planning and Optimization (APO) as the next-generation SAP planning platform running on SAP HANA in-memory database for real-time multi-echelon supply chain analysis. Part of SAP's $36 billion annual revenue portfolio, IBP serves manufacturers and distributors with complex, multi-tier global supply chains requiring coordinated demand-supply planning across hundreds of facilities and SKUs.
SAP Integrated Business Planning vs
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