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Stealth AI startup Agaton raises $10M to turn calls into revenue intel

Agaton team
Image credits: Agaton

Stockholm-based Agaton has stepped out of stealth with $10 million in total seed funding. The round was co-led by Inception Fund and Alstin Capital, with participation from seed + speed Ventures and Foundry Ventures. Notable backers include Peter Sarlin of Silo AI, Kieran Flanagan, Sebastian Knutsson, Lukas Saari, and angel investor Guillermo Flor.

The capital will accelerate product development, expand commercial operations, and support international growth. Over the next year, Agaton plans to more than double its team and establish additional global hubs to serve its expanding enterprise client base.

Mining millions of conversations for hidden revenue

Large enterprises generate enormous volumes of customer conversations every day across sales and support teams. Yet most decisions still rely on sampling, fragmented data, or assumptions drawn from incomplete analytics.

Agaton’s platform analyses conversations at scale to detect behavioural patterns, sentiment shifts, and buying signals. Instead of merely transcribing calls, it surfaces actionable insights in real time. Sales teams receive guidance, quality assurance becomes automated, and revenue opportunities that would otherwise go unnoticed are identified instantly.

The system correlates qualitative and quantitative signals across interactions. It informs pricing and product strategy, strengthens coaching, and helps organisations support and train both human and digital agents more effectively. The result is a structured feedback loop built directly from real customer dialogue.

Early adopters report measurable impact, such as faster deal cycles, visible upsell opportunities, and continuous sales coaching across entire teams.

Built for hybrid sales teams

Agaton’s system is designed for workplaces where human representatives and digital systems operate side by side. It integrates directly into existing enterprise technology stacks, preserving data sovereignty and maintaining strict security standards. The company does not collect, store, or sell customer data; organisations retain full control while unlocking value from their own information.

Co-founders Andreas Kullberg (CEO) and John Kristensen (COO), alongside CTO Yi Fu, bring experience spanning global sales, insurance, retail, automotive, and fintech. Their backgrounds include leadership roles at EF Education First, Aviva, H&M, Volvo Cars, Tele2, Tink, King, and Gillion.

With fresh capital and growing traction, Agaton is betting that the future of enterprise sales lies not in more dashboards—but in listening more closely to what customers are already saying.

Rapid enterprise adoption across the Nordics

In just over a year since its founding, Agaton has secured millions in signed annual recurring revenue. It now powers sales operations for leading Nordic enterprises, including Telenor, Telia, Lendo, and Axo Finans. The company has also partnered with Foundever, which operates 150,000 agents worldwide.

To date, Agaton has analysed 4 million customer calls. Enterprise clients have seen significant improvements in sales hit rates, with top performers doubling conversion rates. The platform has added additional days’ worth of revenue each month through automated revenue mining, reduced quality assurance handling time by up to 80%, and helped service teams evolve from cost centres into revenue generators. Overall, the company has achieved sevenfold year-on-year revenue growth.

Andreas Kullberg, CEO and Co-founder of Agaton, said: “We’re delivering AI-powered sales superiority. The companies winning today aren’t those with the biggest sales teams; they’re those with the smartest ones, augmented by AI that transforms every customer interaction into strategic intelligence. This funding accelerates our mission: making enterprise sales and service teams genuinely unstoppable.”

Erik Lindblad, Partner at Inception Fund, added: “Andreas, John and the Agaton team have built something rare: an AI product that solves a critical enterprise pain point with immediate, measurable impact. Their ability to sign millions in ARR within a year, while maintaining fanatical customer focus, speaks to both the founders’ execution and market demand for true revenue intelligence.”

Benjamin Kleinschnitz, Senior Investment Manager at Alstin Capital, adds: “Agaton’s software delivers something many competitors simply don’t: it doesn’t just understand what customers say, but how they say it and can therefore detect real buying and churn signals. It turns millions of real customer conversations into concrete next steps for service and sales teams, with a direct impact on revenue and retention. This product edge was a key factor in our decision to lead the round as lead investor.”

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