Tara Viswanathan (Unlimited Industries): 10 Key Things You Must Know

Overview

Tara Viswanathan is a prominent entrepreneur and co-founder known primarily for her work in scaling innovative tech companies and pioneering new approaches in infrastructure construction through Unlimited Industries. With a background spanning B2B SaaS and deep tech commercialization, she has leveraged her expertise to lead high-growth startups, most notably as CEO of Rupa Health, which she successfully scaled to a nine-figure exit. Recently, she co-founded Unlimited Industries, a cutting-edge AI-powered construction technology company aimed at revolutionizing how physical infrastructure is designed and built. This article delves into her impressive career, entrepreneurial impact, and her latest venture's potential to reshape American industrial sectors.

1. Early Career and Entrepreneurial Roots

Tara Viswanathan’s entrepreneurial journey traces back to a strong foundation built during her early career, which combined engineering expertise with operational leadership. Before founding Unlimited Industries, she was instrumental at Rupa Health, a healthcare technology company focusing on root cause medicine, where she served as CEO. Under her leadership, the company raised $40 million in venture capital and grew to $80 million in sales before its acquisition in 2024. Her background reflects a unique blend of technical acumen and strategic vision, setting the stage for her next ventures.

2. Co-Founder and Operational Leader at Unlimited Industries

At Unlimited Industries, Tara serves as the co-founder and head of operations. This San Francisco-based startup was established in 2025 by Tara Viswanathan alongside Alex Modon and Jordan Stern. The company aims to transform industrial construction by integrating AI-powered design with vertically integrated engineering and construction teams. Tara’s leadership focuses on scaling operations and fostering a culture aligned with the company’s bold mission to automate and accelerate infrastructure projects, which are traditionally slow and costly.

3. Revolutionizing Infrastructure with AI

Unlimited Industries brings a paradigm shift to construction by applying artificial intelligence to optimize every stage of industrial projects. The company’s proprietary platform generates and evaluates hundreds of thousands of design configurations rapidly, enabling more cost-effective, safer, and higher-performance infrastructure before ground is broken. Tara’s operational strategy ensures the technology synergizes with practical engineering and fixed-price contracts, breaking away from the outdated cost-plus model prevalent in the industry.

4. Impact on the Construction and Industrial Sectors

Under Tara’s operational guidance, Unlimited Industries has already demonstrated significant impact by compressing pre-construction timelines from six months to just weeks on industrial projects. The company targets critical sectors such as energy, data centers, and critical-minerals processing—areas vital to America’s infrastructure modernization. The focus on fixed-price work and alignment of incentives reduces inefficiencies and costly delays, addressing long-standing pain points in construction workflows.

5. Leadership Style and Team Building

Tara Viswanathan takes pride in building high-performing teams with multidisciplinary engineering talent. Currently, Unlimited Industries is expanding from a seven-person core team with plans to double or triple staff levels, primarily hiring engineers skilled in mechanics, electrical, civil, and process systems. Her leadership emphasizes collaboration among domain experts, supported by AI tools designed to enable smaller teams to achieve extraordinary outcomes, fostering innovation in a traditionally risk-averse industry.

6. Prior Success with Rupa Health

Before her work at Unlimited Industries, Tara was CEO and co-founder of Rupa Health, a company that defined new standards in healthcare diagnostics and root cause medicine platforms. She successfully raised substantial venture funding and expanded the company’s revenue dramatically, culminating in a nine-figure exit in 2024. This accomplishment showcased her ability to lead scaling operations and navigate complex, regulated markets—a skillset she now applies in the industrial and infrastructure space.

7. Founding Philosophy and Vision

Tara’s vision for Unlimited Industries is rooted in her frustration with legacy construction inefficiencies and a desire to enable rapid scaling of infrastructure projects to meet urgent national demands. The company’s manifesto is bold: infrastructure should not merely maintain, but inspire. By harnessing AI-driven design and robotics, Tara and her co-founders aim to usher in a future of radical physical abundance, where industrial capabilities match the pace of digital technology.

8. Fundraising and Industry Backing

In December 2025, Unlimited Industries raised $12 million in a seed round led by prominent venture capital firms Andreessen Horowitz and CIV, signaling strong investor confidence. Tara’s proven track record with past startups and the cutting-edge approach to infrastructure construction played a crucial role in attracting this funding. The round supports scaling technology development, team expansion, and project delivery, putting Unlimited Industries at the forefront of the AI-driven construction revolution.

9. Challenges and Innovations in AI-Driven Construction

Tara faces the dual challenge of modernizing an industry that has long resisted change and proving the efficacy of AI integration in complex physical projects. Unlimited Industries avoids incremental tools that merely patch outdated workflows; instead, the company offers a fundamentally different model. By focusing on continuous iteration, aligned incentives, and vertical integration, Tara’s leadership is carving out a new industrial approach that promises cost reductions and faster delivery times.

10. The Future of Unlimited Industries and Tara Viswanathan’s Role

Looking ahead, Tara Viswanathan is positioned to continue driving Unlimited Industries’ expansion into a direct competitor of the entrenched giants in engineering and construction. With a vision extending beyond software alone, she champions a comprehensive redefinition of industrial project execution enabled by AI, robotics, and multidisciplinary integration. As infrastructure demands in America grow, Tara’s work at Unlimited holds the potential to accelerate progress and redefine how the physical world is built.

Conclusion

Tara Viswanathan stands out as a visionary entrepreneur who blends deep technical knowledge with operational excellence, with a successful track record that brings credibility to her ambitious efforts at Unlimited Industries. From her early leadership at Rupa Health to pioneering AI-driven construction, Tara exemplifies how innovative thinking and strategic execution can disrupt legacy systems. As the U.S. infrastructure faces unprecedented challenges and opportunities, her work sparks a promising future for building smarter, faster, and more sustainable physical environments.