How a chance encounter in Texas sparked a How a Chance Encounter in Texas Sparked a $1 Billion Kleiner Perkins-Backed AI Startup billion Kleiner Perkins-backed AI startup
In the world of startups, serendipity can often lead to groundbreaking innovations. This was the case for Tyson Chen and Apurva Shrivastava, two engineers whose chance meeting at an MIT poker night set them on a path to create Avoca, a company that has recently achieved a valuation of $1 billion, backed by notable investors including Kleiner Perkins.
The Beginning of a Journey
Chen and Shrivastava initially collaborated on an artificial intelligence (AI) system designed to manage missed calls, with the original target market being restaurants. Their idea stemmed from the understanding that missed calls could translate into lost revenue for these establishments. “When a restaurant misses a phone call, that’s a $30, $40 order,” Chen explained. However, their perspective shifted dramatically during a Texas restaurant conference.
A Fortuitous Encounter
While attending the conference, the duo encountered a Dallas-based heating and air conditioning company called Rescue Air. This meeting proved pivotal. “When a home service business misses a phone call, that could be a $30,000, $40,000 HVAC install they’re missing,” Chen noted. This realization opened their eyes to the vast potential of their technology in a different industry.
After spending an afternoon with Rescue Air, Chen and Shrivastava recognized the scale of the problem they could solve. “If we could solve this problem well for Rescue Air, it could be massive,” Chen added. This encounter laid the groundwork for Avoca, which focuses on providing AI agents to assist physical service businesses in managing inbound calls, scheduling, follow-ups on estimates, and dispatching.
Building the Product
Over the next three months in 2023, Chen and Shrivastava dedicated themselves to developing a product tailored specifically for Rescue Air. Their efforts paid off as Rescue Air helped them secure their first several customers. Avoca’s focus on industries such as HVAC, plumbing, roofing, and electrical services has proven successful, particularly because these sectors are often underrepresented in the online space.
Through a combination of network effects, trade shows, and conferences, Avoca quickly expanded its customer base from those initial few to over 800 clients today. The company has raised more than $125 million across three funding rounds, with a Series B led by Meritech and General Catalyst, and a Series A led by Kleiner Perkins. Y Combinator also played a role by leading their seed funding round in 2024.
The Market Potential
The home services industry, particularly the HVAC sector, is substantial. In 2025, the HVAC industry was valued at approximately $50 billion, with projections suggesting it could reach up to $75 billion by 2032. “This is a huge growth moment in the home services economy,” Shrivastava remarked. The duo believes that the technicians in these fields are critical to the economy, stating, “No AI wave’s replacing the job of a technician at least [in] the next five years.”
Understanding the Industry
Avoca’s success can be attributed to its focus on an industry that has often been overlooked by Silicon Valley. Leigh Marie Braswell, a partner at Kleiner Perkins, emphasized the importance of this sector, stating, “I think people don’t realize how big it is or, quite frankly, how important it is. A company like Avoca is a necessary bridge between Silicon Valley and Main Street, these extremely critical businesses that AI can help.”
The startup landscape is filled with companies vying for attention in the AI call center space, making it a competitive market where identifying long-term winners can be challenging. However, Avoca enjoys a first-mover advantage in its niche. Braswell, who has a reputation for supporting technical winners, prefers the term “head start” over “first-mover advantage,” as it reflects a more nuanced understanding of the market dynamics.
Building for the Physical Economy
Avoca’s mission is to serve the physical economy, which often gets left behind in the rush to cater to larger corporations. Chen articulated this vision succinctly: “Everyone’s trying to build for the Fortune 500, but there’s this giant, trillion-dollar economy no one is touching.” This focus on essential services resonates with customers who depend on reliable HVAC, plumbing, and electrical services.
The Road Ahead
As Avoca continues to grow, the founders remain committed to addressing the needs of their customers. The company is well-positioned to capitalize on the increasing demand for AI solutions in the home services sector. With a solid foundation and a clear understanding of their market, Chen and Shrivastava are poised to make a lasting impact in an industry ripe for innovation.
Conclusion
In conclusion, the story of Avoca exemplifies how unexpected encounters can lead to significant opportunities. By recognizing a gap in the market and leveraging their technical expertise, Chen and Shrivastava have created a company that not only thrives but also serves a critical role in the economy. As AI continues to evolve, Avoca stands as a testament to the potential of technology to transform traditional industries.
Note: The information presented in this article is based on the latest data available as of October 2023 and may be subject to change as new developments arise.
