Interface Raises $3.5 Million Seed to Expand AI-Powered Industrial Operations and Safety Platform
Interface, a San Francisco‑based AI‑powered industrial operations and safety platform, has raised $3.5 million in Seed funding as it expands the reach of its technology across heavy industry and critical infrastructure sectors. The company’s software is designed to modernize how energy and industrial operators manage and access essential documentation and compliance procedures by using artificial intelligence to provide context‑aware operational support and improve safety outcomes.
The $3.5 million seed round, announced in November 2025, was led by Defy.vc, an early‑stage venture capital firm that partners with founders building category‑defining technology. Participating in the round were Precursor Ventures, a seed‑stage venture firm focused on backing founders from day one; Rock Yard Ventures, a venture firm investing in emerging software companies; Entrepreneurs First, a talent‑backing organization that helps founders build companies from scratch; and Transpose Platform, a group focused on platform‑centric technology investments. A number of seasoned angel investors also contributed to the round, bringing both capital and strategic guidance to Interface as it scales its product and team.
Co‑founded by CEO Thomas Lee Young and CTO Aaryan Mehta, Interface has developed an AI‑driven operations layer intended to serve as a digital “copilot” for frontline workers and engineers in sectors such as energy, chemicals and utilities. The platform aggregates and contextualizes complex documentation—including procedures, manuals, piping and instrumentation diagrams (P&IDs)—ensuring that the most up‑to‑date and compliant information is instantly accessible to field and control room personnel. By reducing time spent on document review and mitigating the risk of errors, Interface’s solution aims to improve both efficiency and safety in high‑risk industrial environments.
The funding will be used to accelerate product development, deepen integrations with existing enterprise systems and expand customer engagement efforts across North America and beyond. Interface has already begun working with major energy operators in the United States and Canada, deploying early versions of its platform to support operational readiness and compliance workflows. With fresh capital, the company plans to enhance its AI models, scale its engineering team and broaden its commercial footprint to meet rising demand from industrial operators seeking more intelligent and automated approaches to operations management.
Interface’s seed financing reflects growing investor interest in applying artificial intelligence to long‑standing challenges in industrial and energy sectors, where legacy tools and manual processes have long dominated. By combining machine intelligence with enterprise data sources, the company’s platform aims to reduce administrative burdens, streamline decision making and support safer, more resilient operations. This approach aligns with broader trends in enterprise software where AI is increasingly used to augment human expertise and improve outcomes in complex, data‑intensive environments.
CEO Thomas Lee Young has emphasized the importance of building technology that delivers tangible impact on the shop floor as well as in executive planning. Young and Mehta, who previously connected through the company builder Entrepreneurs First, have spoken about their mission to democratize access to advanced software tools in industries that have historically lagged in digital transformation. The seed funding round, he has noted, will help Interface accelerate that mission while supporting customers in making operational information more reliable, searchable and actionable.
In addition to expanding its North American presence, Interface is exploring opportunities to extend its solutions into new industrial verticals and international markets where regulatory compliance and operational risk are top priorities. Early deployments have already demonstrated measurable improvements in document accuracy and retrieval times, and Interface intends to continue building features that enhance real‑time accessibility and workflow automation.
The involvement of prominent early‑stage investors such as Defy.vc, Precursor Ventures, Rock Yard Ventures, Entrepreneurs First and Transpose Platform provides both financial backing and strategic insight as Interface navigates the challenges of scaling a complex enterprise software solution. These investors bring experience across SaaS, AI and deep software infrastructure, offering valuable perspectives to support the company’s growth trajectory.
As heavy industries increasingly adopt AI‑driven tools to improve safety and reduce operational friction, Interface’s seed funding positions the company to capture market momentum and deliver innovative solutions that address critical needs in safety, compliance and operational intelligence. With fresh capital and a strong investor base, Interface is poised to accelerate product enhancements, expand customer partnerships and advance its vision of transforming industrial operations through artificial intelligence.
