Caroline Hill speaks with Coleman Monroe about Eudia’s latest release
California-headquartered startup Eudia in March released what it calls expert digital twins; a way to capture a corporate’s preferred legal positions, drafting style and risk tolerances, then deploy that expertise as self-service across the business. In a market crowded with contract AI point solutions, Eudia is helping corporates to create an intelligence layer that sits across the enterprise stack.
‘Digital twin’ is subject to different interpretations, including a physical digital replica such as we see in the cyber world, but in Eudia’s world it describes a replica of how an organisation’s best subject matter experts make legal decisions.
Speaking to Legal IT Insider, Coleman Monroe, who leads product at Eudia, said the goal is to capture legal knowledge that is either locked in repositories or, more often, in the heads of senior lawyers, and make it available to the wider business, enabling the likes of procurement teams to resolve common contract questions without emailing legal for every query. Eudia is also absorbing company knowledge, including from finance, CLM and HR systems, in order to become one source of truth for business teams.
In practice, Eudia’s ‘MIND Building’ workflow starts with an expert (or small expert group) feeding in best version redlines, guidance and exemplar language. The system proposes preferred positions and fallbacks, then gives the expert an ongoing ‘control tower’ view, showing where users are deviating from standard positions, how the ‘mind’ is being used, and what may need updating. Eudia positions this as a living feedback loop rather than a static playbook refresh cycle.
A recurring theme is ‘meeting customers where they are’ and Eudia is dipping its toes into building more complex workflows around the likes of M&A and litigation. He tells us: “We recently announced a Toshiba and White and Case litigation piece, where the whole White and Case team came and worked on Toshiba’s instance of the Eudia platform rather than Toshiba sending all their data to White and Case and it being done there.”
Asked how Eudia categorises itself, Monroe described the business as a “horizontal legal AI platform for in-house” — typically sitting alongside contract lifecycle management systems as the layer that “helps do the work”, rather than replacing established workflow tooling.
The company is also leaning into partnerships. In March, Eudia announced a partnership with ServiceNow to embed its ‘Enterprise Brain’ and decision-engine technology into ServiceNow Legal Service Delivery and Contract Management Pro; a move that echoes Monroe’s point about not rebuilding workflows that other platforms have spent years developing.
We have always known that AI differentiation means the ability to leverage proprietary data and knowledge. And the challenge has always been on how to get knowledge out of the heads of the best people. Eudia’s digital twins are a way to help legal not just move faster and do more with less, but create and oversee a high-level self-service function for repeatable decisions.
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