OpenEvidence vs Decimal
Side-by-side comparison of AI visibility scores, market position, and capabilities
OpenEvidence hit $100M+ ARR in under a year serving 430K+ US physicians (40% of all US doctors) at $12B valuation ($700M raised); fastest-growing physician AI platform, founded 2022 Miami.
About
OpenEvidence is an AI clinical evidence platform founded in 2022 and headquartered in Miami, Florida. Built specifically for physicians, the platform applies large language models trained on peer-reviewed medical literature to deliver instant, evidence-backed answers to clinical questions at the point of care. Its founding mission is to democratize access to the best available medical evidence so that every physician can practice at the highest standard, regardless of institution or specialty.\n\nThe platform aggregates and synthesizes peer-reviewed studies, clinical guidelines, and drug databases, presenting structured answers with citations that meet physician-grade accuracy standards. Unlike general-purpose AI assistants, OpenEvidence is purpose-built for clinical workflows. It is free to use for physicians, with monetization routed through pharmaceutical and healthcare industry partners who value the platform's direct access to practicing clinicians.\n\nOpenEvidence has achieved remarkable traction, reaching over 430,000 US physicians — approximately 40% of the entire US physician population — making it the fastest-growing physician AI platform on record. The company crossed $100M ARR in under a year from launch and earned a $12 billion valuation on $700 million in total funding. This trajectory places OpenEvidence among the fastest-scaling healthcare AI companies globally and signals a structural shift toward AI-assisted clinical decision-making at the point of care.
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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