Terzo, an enterprise AI platform that extracts financial intelligence from contracts and supplier documents, was featured in a Grit Daily profile examining how large organizations lose visibility into financial obligations embedded within their own agreements. The article, titled "The $3 Trillion Problem Hiding in Your Contracts: How Brandon Card Built Terzo to Fix It," was written by Spencer Hulse and outlines Terzo's method of applying AI extraction combined with human verification to unstructured contract documents, converting them into structured, audit-ready data for finance, procurement, and legal teams.
The profile highlights the scale of the problem: trillions of dollars in financial obligations are buried in contracts that enterprises fail to track effectively. "An LLM can turn $1 million into $3 million if it misses context across related documents. In finance, that is not a bug. That is a catastrophe," said Brandon Card, founder and CEO of Terzo, in the Grit Daily interview.
Terzo's approach to contract data is designed to prevent such catastrophes. Founded in 2020, the company operates across the United States, Canada, and India, serving Fortune 500 enterprise customers in finance, legal, IT, supply chain, sales, and procurement. The platform pairs AI-based document extraction with human verification to convert unstructured contracts into structured, audit-ready records.
That extraction process runs through Document AI, which combines natural language processing, computer vision, and human review to process contracts, invoices, and purchase orders. The resulting data feeds Contract Intelligence, providing finance and procurement teams with a single dashboard for renewal tracking, clause libraries, and contract hierarchy across supplier agreements.
For enterprises, the implications are significant. Missed renewal deadlines, unfavorable clauses, and hidden costs can erode margins and create compliance risks. By converting unstructured documents into structured data, Terzo aims to give finance and procurement leaders the visibility they need to act on obligations before they become liabilities.
The Grit Daily profile underscores a growing recognition that contract data is a strategic asset, not just a legal formality. As organizations face pressure to optimize spend and mitigate risk, platforms like Terzo's could become essential infrastructure for managing third-party relationships.
Terzo's focus on human verification alongside AI also addresses a critical concern in enterprise AI adoption: accuracy. In finance, even small errors can have outsized consequences, making the combination of machine speed and human judgment a practical necessity for audit-ready outputs.
The full profile is available on Grit Daily, and more information about Terzo's platform can be found at Terzo.
