Machina emerged from stealth this week with a platform that reads every invoice and integrates data from ERP systems, warehouse records, call transcripts, Slack, and email to build a contextual graph for dispute and remediation. The company reports having analyzed more than 19M invoices and recovered $260M for customers such as Meta, Unilever, and J&J. Its product automates writing disputes, negotiating with suppliers, recovering funds, and updating contracts to prevent repeat errors. As part of its fundraising announcement, Machina extended a results guarantee tied to the new capital. The post does not disclose revenue figures, founding year, location, or investor identities.

Total raised

$75M

Funding rounds

1

Latest round

Equity

Latest activity

Jul 2026