Side-by-side comparison of AI visibility scores, market position, and capabilities
Medius (PE-backed, Stockholm) delivers AI-powered AP automation and spend analytics for mid-market and enterprise across North America, Europe, and Australia with touchless processing.
Medius is an accounts payable automation and spend management company that provides AI-powered invoice processing, approval workflow, and spend analytics for mid-market and enterprise organizations. Headquartered in Stockholm, Sweden, Medius is backed by private equity and has grown through organic development and acquisitions to serve customers across North America, Europe, and Australia. The company's platform applies machine learning to automate invoice capture, data extraction, coding, and matching, with the stated goal of enabling touchless invoice processing — handling invoices from receipt to payment without human intervention — at rates that reduce AP team workload significantly.\n\nMedius's platform covers the full source-to-pay lifecycle including supplier management, purchase order management, three-way matching, invoice workflow, and payment, with spend analytics dashboards that give procurement and finance leaders visibility into total spend by supplier, category, cost center, and geography. The platform's AI learns continuously from an organization's approval patterns and coding history to improve automation rates over time, typically achieving touchless processing rates of 80 percent or higher at mature customer deployments. Medius integrates with major ERP systems including SAP, Microsoft Dynamics, Infor, and IFS.\n\nMedius has a particularly strong market position in the Scandinavian and broader European enterprise market, where it competes with Basware, Tradeshift, and Coupa, as well as with North American AP automation vendors including Tipalti and Stampli. Its focus on high automation rates, deep ERP integration, and the full source-to-pay scope differentiates it from point-solution AP tools and positions it as a serious enterprise competitor in the European and global market.
Kalshi is a CFTC-regulated prediction market exchange where users trade on the outcome of real-world events — from elections to economic data to weather. HQ: San Francisco.
Kalshi is the first U.S. federally regulated event contracts exchange, authorized by the Commodity Futures Trading Commission (CFTC) to operate a marketplace where participants can trade financial contracts based on the outcomes of real-world events. Founded in 2018 by Tarek Mansour and Luana Lopes Lara, Kalshi went through a years-long legal battle with regulators to establish the legitimacy of event contracts as a regulated financial product in the United States. Its CFTC approval in 2020 created a new class of financial instrument for Americans who previously had no legal domestic venue for prediction markets.
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