Side-by-side comparison of AI visibility scores, market position, and capabilities
AI supply chain risk intelligence platform. Unicorn ($1B+ valuation). Clients: DoD, NASA, Five Eyes, Fortune 500. Founded 2005, Arlington VA. Raised ~$310M. Private.
Interos was founded in 2005 in Arlington, Virginia, with the mission of giving enterprises and government agencies real-time visibility into the risk buried inside their extended supply chains — the multi-tier networks of suppliers, sub-suppliers, and fourth parties that traditional procurement tools cannot map or monitor. The company spent its first decade building the data infrastructure and entity resolution capabilities required to model global supply chain relationships at scale, before the market for supply chain risk intelligence became mainstream following a series of high-profile disruptions.\n\nInteros's AI platform continuously monitors over 400M business entities and their relationships, surfacing financial instability, geopolitical exposure, cyber vulnerabilities, ESG violations, and operational disruptions across a customer's full supplier network — not just tier-one vendors. Its multi-tier mapping capability is a core differentiator: most supply chain risk tools only track direct suppliers, while Interos automatically discovers and monitors the upstream dependencies that create hidden single points of failure. The platform delivers automated alerts, risk scores, and recommended actions through integrations with procurement, ERP, and GRC systems.\n\nInteros achieved a $1B+ unicorn valuation and counts the US Department of Defense, NASA, Five Eyes intelligence partners, and Fortune 500 enterprises among its clients — a customer base that reflects both the national security implications of supply chain transparency and the commercial demand from global manufacturers and financial institutions. The company raised approximately $175M in total funding and has grown as geopolitical fragmentation, pandemic disruptions, and regulatory requirements (including the CHIPS Act and EU supply chain due diligence laws) have elevated supply chain risk intelligence from a procurement tool to a board-level strategic priority.
Convoy was the digital freight marketplace that reached $3.8B valuation before shutting down in October 2023; assets were acquired by Flexport as the US trucking industry's digital transformation continues.
Convoy was a Seattle-based digital freight network that operated an automated matching platform connecting shippers with trucking carriers, aiming to bring Uber-style efficiency to the highly fragmented US trucking industry. Founded in 2015 by Dan Lewis and Grant Goodale, Convoy raised over $900M from investors including Google, Jeff Bezos, and T. Rowe Price, reaching a peak valuation of $3.8 billion as it grew to handle hundreds of thousands of loads per month across a network of hundreds of thousands of trucks.
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