Future Proof’s Trust-Building Blueprint: How They Validated Their AI Model in a Traditional Industry

Future Proof’s Trust-Building Blueprint: How They Validated Their AI Model in a Traditional Industry

Building innovative technology is only half the battle. Getting conservative industries to trust and adopt it is often the harder challenge. In a recent episode of Category Visionaries, Future Proof Technologies founder Alisa Valderrama revealed their strategic approach to validating their AI model in the traditional insurance industry.

The Trust Challenge

Future Proof faced a common startup dilemma: how do you convince established players to trust your innovative technology when failure could cost them millions? The company had developed a sophisticated AI model for assessing climate-related insurance risk, but they needed more than just technical excellence to win over insurance carriers and reinsurers.

The Matchmaker Strategy

Instead of trying to sell directly to insurance carriers, Future Proof worked through an established intermediary. “We work with a reinsurance broker and that reinsurance broker – one of the largest reinsurance brokers in the world,” Alisa explains. “They essentially, I would say, matchmake MGAs like Future Proof with reinsurance providers.”

This partnership strategy provided more than just introductions. The reinsurance broker became a crucial third-party validator of Future Proof’s technology.

The Validation Process

The breakthrough came through a large-scale test of their model. As Alisa describes, “They sent us 270,000 odd addresses from Florida for a past event and asked us essentially to do a test, use our model to predict losses.”

This wasn’t just any test – it was a real-world validation using historical data from actual hurricane events. The results provided concrete evidence of their model’s capabilities.

Turning Results into Trust

The validation process created what Alisa calls “a proof point of, hey, had you been working with Future Proof for this past hurricane event, here’s how much better you could have done than working with the industry standard models that you’re working with.”

This approach was particularly effective because it:

1. Used real-world data rather than theoretical scenarios
2. Compared results against existing industry standards
3. Came with validation from a trusted industry player

Building on Success

With this validation in hand, Future Proof found themselves in a stronger position with potential partners. As Alisa notes, “We are working with this large reinsurance broker and what the large reinsurance broker has done as part of their sort of roadshow they take us on… they also have provided third party validation on the performance of our model.”

This third-party endorsement transformed sales conversations. Instead of Future Proof having to prove their technology worked, they had an established industry player vouching for their capabilities.

Lessons for Tech Founders

Future Proof’s approach offers valuable lessons for startups trying to enter traditional industries:

1. Find the right intermediary: Work with established players who can both validate your technology and introduce you to potential customers.
2. Accept rigorous testing: Be willing to prove your technology works with real-world data and specific use cases.
3. Let others tell your story: Third-party validation often carries more weight than direct sales pitches.

Looking ahead, Future Proof aims to expand this validated approach across the insurance industry. As Alisa explains, “In five years we’re in all 50 states with homeowners commercial insurance as well… and crucially, the Future Proof insurance policies have financial incentives for investments in resiliency built in.”

For founders bringing innovative technology to traditional industries, Future Proof’s journey shows that validation isn’t just about proving your technology works – it’s about building trust through the right partnerships and letting your results speak through respected industry voices.