Fragment has launched with $56 million in total funding to build AI software that automates complex procurement and payment workflows for large enterprises. The financing includes a Series A led by 8VC and a seed round co-led by General Catalyst and A*. Angel investors include Roelof Botha, Nikesh Arora, Jeff Wilke, Eric Wu, and Dennis Cinelli.
Fragment is initially focused on direct procurement operations at large manufacturers, distributors, and energy companies, where employees frequently need to resolve purchasing and payment exceptions that fall outside standard software workflows.
These issues can include order changes, invoice discrepancies, shortages, tariff-related adjustments, and other situations that require employees to gather information across multiple systems and apply company-specific rules or institutional knowledge.
Fragment’s platform is built around its Autonomous Context Engine, or ACE.
ACE connects information across existing enterprise systems and captures policies, relationships, and operational knowledge that employees use to make decisions. Fragment’s AI agents can then investigate exceptions, determine an appropriate response, and carry out authorized actions across existing software systems.
The company said ACE works with data where it already resides, reducing the need for customers to migrate information into a new platform or complete lengthy integration projects.
Fragment is already working with customers including Graybar and CNX to automate procurement workflows.
The company plans to expand beyond individual procurement use cases into broader source-to-pay operations as its platform develops.
Fragment is also using a business model tied to work completed by its agents rather than traditional per-seat software pricing. The company believes this more closely aligns its economics with the amount of administrative work removed from customer operations.
The new funding will support further development of ACE, additional enterprise deployments, and expansion into more workflows.
Longer term, Fragment aims to make the execution of complex operational work a native capability of enterprise software rather than something that requires employees to manually coordinate across multiple systems.
KEY QUOTES:
“We deliberately started with direct procurement at large enterprises with the most complex supply chains because solving that challenge could fundamentally change what enterprise software can do. Procurement teams have spent too much of their time chasing discrepancies across systems. AI now makes it possible to build software that understands the business and carries that work through.”
Pranav Mulgund, Co-Founder And CEO Of Fragment
“From the beginning, we worked with Fragment as one team. They took the time to understand our business, listen to our teams, and combine our business knowledge with their AI expertise. What really stood out was their ability to quickly translate that knowledge into practical, innovative solutions.”
Paul Ferguson, Vice President Of Global Finance Shared Services At Graybar
“Most software companies earn their way into the enterprise over time. Fragment started there. By building from day one for companies with enormous scale, thousands of dependencies and immense complexity, Fragment is creating technology that can meet a much higher bar from the outset.”
Jack Moshkovich, Partner At 8VC
