Scout InsurTech Interview with Vocara

Vocara is an AI platform that helps insurance companies increase sales conversions by automating and optimizing customer interactions, from initial contact through quote and policy binding, using data-driven analytics and engagement tools. Scout InsurTech’s Chris Luiz sat down with Co-Founder and CEO Andrew Hutchison, and Co-Founder and CTO Drew Ross, to discuss how Vocara is impacting the industry.

Who are your clients?

Our clients are insurance producers and the growth ecosystem that feed their growth. In particular, carriers, agencies, lead aggregators. Any business where it fundamentally matters how well they’re able to qualify consumers, engage consumers, and sell consumers the right insurance products in real time over the phone. That’s who we’re selling to.

What does your product do? 

At Vocara, we’ve built the Vocara Lead Activation Platform, which meets insurance consumers where they are, over the phone. Whether that’s handling an inbound call or getting someone on the phone via an online-submitted data form, we qualify them up to the point of quote and then hand off to a producer to do what they do best.  With our technology, agents only talk to leads that are fully pre-qualified and have a high probability of binding which means less agent time per bind: a 10x agent productivity improvement. Additionally, Vocara's lead activation results in materially lower CAC as we eliminate the human availability bottleneck in high volume paid leads. Insurers use Vocara's technology to eliminate bottlenecks in their sales funnel, increasing bind throughput at lower CACs and a better consumer experience.

How much capital have you raised? 

We’ve raised $6.6 million from Felicis Ventures.

Was the company born from within or outside the industry? 

Outside the industry. Andrew, myself, and our other cofounder Ethan graduated from MIT in May of 2025 and started building a horizontal voice AI platform. What we learned is that the most high-touch industries, especially insurance, are deeply missing a product that understands their use case and can execute in it well. We came in with the technical background and have become insurance-native since. Andrew studied math and statistical learning, while Ethan and I studied AI and computer systems. Now we’re a team of seven MIT engineers, all AI-native, all hard technical talent. Definitely outsiders coming into the insurance industry and putting in the elbow grease to bring these technical innovations and make them work in a vertical like insurance. It has been a blast to learn about the industry!

What growth metrics have you accomplished over the last 12 months? 

We’ve 10x’d call volume in the last two months. We’ve grown the team from three MIT graduates to seven MIT graduates and brought on some industry experts who have been in insurance forever and understand the space. We also just closed the largest auto insurance lead aggregator as a customer.

Within your domain, what is the current challenge that the industry is facing? 

The challenge is really twofold, and they’re deeply related.

First, the way insurance leads are engaged and moved through the funnel is extremely antiquated. It’s just not up to date with current technological capabilities. We’ve talked to hundreds of insurance agents who tell us the same story: “Look, I’m bringing on new agents for the first time and they’re cold-calling 200 leads a day. That takes them five hours. They book five meetings. One person shows up. It’s eating all their time, it’s killing their morale, and it’s killing my agency.” There’s simply a better way to go about this.

Second, nobody is bridging the gap between all these cool technical innovations and what actually works in a very specific and important industry like insurance. There are a ton of new AI capabilities out there, but they’re not being translated into solutions that understand the nuances of how insurance is actually sold.

How does Vocara take a unique approach to providing value? 

Our approach is taking a technically native, AI-native team and not just solving every workflow generically or putting it on the customer’s team to figure out. Our team goes in and understands the specifics of the insurance sales funnel, all the nuances around what actually drives a good consumer experience and what drives lift, and then delivers on those things specifically.

We’re also participating in this industry directly. We are literally lead aggregators ourselves and are starting our own independent agency. So we very much feel the pain that these agencies experience when trying to scale in today’s environment, because we’re doing it every single day. We’re running ads, we’re standing up a call center (albeit with AI), we’re integrating with all these legacy systems and know firsthand how much of a pain it is.

We’re really just taking our hard technical talent and solving for that specifically.

What inspired the team to start this company? 

We wanted to build a real product in a real American industry that actually works well and serves customers well. There’s a lot of AI fairy dust in San Francisco, but that fairy dust is not carrying over to the industries and use cases that actually touch the American economy and American consumers.

As an AI-native team from MIT, we were very interested in multimodal AI specifically. But what we noticed was that all of our peers, fellow MIT grads, technical kids who went through Stanford, were all making dev tool companies and freaking out about making the tech super sick. Which is great. But then we realized: it’s the gold rush, but everybody’s selling shovels and nobody’s mining for gold.

We saw this opportunity in insurance and said, okay, let’s actually put these shovels to work.

Can you share any goals for the next 12 months? 

By the end of 2026, we’d love to serve at least a thousand insurance agencies and touch the phone channel in their sales funnel. On top of that, we’re targeting around 10 to 50 carriers where Vocara becomes the highest-leverage touch point in their sales channel, so their teams can spend time on the things that actually matter.

We’re also setting ambitious market share goals: handling 10% of all inbound calls for auto insurance and 5% of all dials on lead forms for auto insurance leads flowing through Vocara’s Lead Activation Platform.

Scout InsurTech Thanks Its Partners