Waabi vs Decimal
Side-by-side comparison of AI visibility scores, market position, and capabilities
Toronto autonomous trucking AI with $280M+ raised ($200M Series B, Uber/Khosla, 2024); Volvo VNL Autonomous truck partnership targeting 2025 driverless launch competing with Aurora Innovation for Class 8 freight.
About
Waabi is a Toronto, Ontario-based autonomous trucking company — having raised over $280 million including a $200 million Series B in June 2024 led by Uber and Khosla Ventures — developing the Waabi Driver, an end-to-end generative AI system that operates Class 8 trucks without human safety drivers using a single interpretable neural network rather than the rule-based stacks used by competitors. Founded in 2021 by CEO Raquel Urtasun (University of Toronto professor, former Chief Scientist of Uber ATG, and endorsed by NVIDIA CEO Jensen Huang and AI pioneer Geoffrey Hinton), Waabi has partnered with Volvo Autonomous Solutions to produce the Volvo VNL Autonomous truck — featuring Waabi's AI driver integrated with six redundant safety systems and manufactured at Volvo's New River Valley plant in Virginia. Waabi runs autonomous freight shipments for Fortune 500 companies through its Uber Freight partnership in Texas, and has demonstrated complete autonomous driving capability across highways and general surface streets with driverless commercial operations targeting 2025.
Tech-enabled bookkeeping pairing dedicated accountants with proprietary automation; flat monthly subscription; founded 2020 in Fishers, Indiana; faster close with full client transparency.
About
Decimal is a Fishers, Indiana-based technology-enabled bookkeeping company that provides small businesses with a dedicated accounting team and a modern software platform for a flat monthly subscription. Founded in 2020, Decimal was built to address the most common frustration of small business owners who have outgrown DIY bookkeeping but find traditional bookkeeping firms slow, expensive, and opaque. Decimal pairs each client with a dedicated bookkeeper and accounting team who are supported by proprietary software that automates routine transaction processing, exception identification, and reporting, allowing the human team to focus on accuracy review, month-end close, and client communication rather than manual data entry.\n\nDecimal's product experience centers on transparency and responsiveness. Clients access their books through a web portal with real-time financial dashboards showing cash position, profit and loss, and accounts receivable and payable balances. The platform includes a communication thread for each question or task, giving small business owners visibility into the status of their bookkeeping without email chains or phone tag. Decimal's pricing model is a flat monthly subscription based on business complexity rather than hours worked, making costs predictable and removing the billing anxiety that characterizes traditional bookkeeping relationships.\n\nDecimal targets small businesses with $500,000 to $10 million in annual revenue that need accurate, timely books and periodic financial guidance but are not yet ready for a full-time accounting hire or a CFO-level engagement. The company operates as a fully remote team and serves clients across the United States in industries including professional services, e-commerce, retail, and service businesses. Decimal competes with Bench, Pilot, and Botkeeper in the technology-enabled bookkeeping market, differentiating on its dedicated team model, the quality of its software-plus-human integration, and its Midwestern operational roots that keep its cost structure competitive.
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