How We Opened New Enterprise Markets for a Frontier AI Lab

How We Opened New Enterprise Markets for a Frontier AI Lab

November 10, 2026

Anuraag Verma on helping a frontier AI lab reach business buyers and generate 15+ new enterprise opportunities in 90 days.

Anuraag Verma

Co-founder

Our client, a frontier AI lab, built its model for the enterprise from day one. Fresh off a $500 million raise at a valuation above $5 billion, it was preparing for its next phase of growth. But despite strong technology, a competitor had captured much of the attention among senior executives.

The challenge wasn’t the model. It was getting the right people to understand why it mattered.

Most sales conversations were happening in the CIO’s office. Demos focused on technical capabilities, and much of the sales team struggled to translate those capabilities into business outcomes. Nontechnical executives had little reason to take a meeting.

The client also wanted to expand into insurance and media and entertainment, two industries where it had no established foothold, relevant demos, or case studies.

They brought in ArcticBlue to help change that: open new enterprise opportunities, reach business decision-makers, and develop a sales approach built around outcomes rather than model features.

Building a different sales conversation

We worked as an extension of the client’s sales team, alongside its sellers and solutions architects.

We chose insurance as our regulated test case and media and entertainment as the unregulated one. For each industry, we mapped the major business challenges and identified where the client’s models could make a meaningful difference.

From there, we developed three things:

  • Industry-specific narratives connecting model capabilities to the priorities of insurance carriers and global media companies.

  • Outcome-led demos that started with a business problem rather than a technical explanation.

  • Competitive positioning that highlighted the client’s advantages: straightforward deployment, including private and on-premises options; built-in privacy and security; multilingual capabilities; sophisticated enterprise retrieval and search; and a high-touch customer engagement model.

The objective was straightforward. Give the sales team a compelling reason to engage business executives, then the materials to support those conversations.

Taking the new approach into the market

We didn’t stop at building sales materials. We helped put them to work.

ArcticBlue introduced the client to relevant companies across our existing relationships and worked directly with its team to create new opportunities.

At InsureTech Connect (ITC) in Las Vegas, we jointly demonstrated the new insurance solutions, generating opportunities with organizations including Verisk, American Equity, Prudential, and AWS.

We also co-hosted an executive dinner in New York with leaders responsible for bringing AI into their organizations, including executives from Nasdaq, Truist, and Fox.

These conversations were particularly valuable because they tested our assumptions with actual buyers. We could see which business problems resonated, where the demos needed refinement, and how the sales story needed to change for different audiences.

Rather than spending months perfecting a go-to-market strategy internally, we were learning and improving it through real customer interactions.

15+ new enterprise opportunities in 90 days

Within the first 90 days, the engagement had produced:

  • 15+ net-new enterprise opportunities across verticals where the client previously had little traction or existing relationships.

  • Access to business executives beyond IT including insurance carriers engaged at ITC and financial services and media leaders from the New York dinner.

  • A refined go-to-market approach for engaging nontechnical decision-makers around industry-specific business outcomes.

  • Reusable sales assets including industry narratives, vertical demos, and competitive talking points that could be extended into additional markets.

The opportunities were an important result, but so was the capability we helped build inside the client’s team.

They now had a repeatable way to enter new industries, demonstrate value to business buyers, and differentiate themselves from better-known competitors.

What made this engagement work

For me, this was a great example of why experimentation and commercial execution belong together.

We started with two very different industries, developed specific hypotheses about what buyers would care about, built the materials to test them, and got into the market quickly.

The technology was already strong. Our contribution was connecting it to the people and business problems that mattered, then using actual customer conversations to improve the approach.

In 90 days, we helped turn a technically focused sales motion into a more effective way of reaching enterprise decision-makers, while creating a foundation the client could use well beyond the initial engagement.

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