Fragment raises $56M Series A led by 8VC to deploy AI agents for procurement exceptions. The startup handles purchasing and payment exceptions for enterprise clients through existing systems.
PRIVATEOct 28, 2026
Amount Raised
$56 Million
Round Type
Series A
San FranciscoArtificial IntelligenceMachine Learning
Investors
Dennis CinelliEric WuJeff WilkeNikesh AroraRoelof BothaA*General Catalyst8VC
Description
Fragment emerged from stealth with a $56 million Series A funding round led by 8VC, with General Catalyst and A* co-leading an earlier seed round. The San Francisco startup, founded by Pranav Mulgund and Naveen Kashyap, develops AI agents that handle procurement exceptions for large manufacturers. Fragment's Autonomous Context Engine integrates data across disparate business systems to resolve order changes, invoice issues, and other exceptions automatically. Angel investors include Roelof Botha, Nikesh Arora, Jeff Wilke, Eric Wu, and Dennis Cinelli.
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Company Information
Company
Fragment
Location
San Francisco, California, United States
About
Fragment is an AI agent platform for procurement that handles purchasing and payment exceptions for large organizations. The company's Autonomous Context Engine (ACE) integrates data across disparate business systems to automatically resolve procurement exceptions like invoice mismatches and order changes. Fragment works with existing systems without requiring data migration and charges based on work volume rather than per-seat licensing. The platform has delivered $5M-$10M in impacted cost reductions and 90%+ exception resolution rates for customers.
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San FranciscoArtificial IntelligenceMachine Learning