About
Kamylon is an investment firm that partners with entrepreneurs to acquire, manage, and grow local businesses.
The Challenge
Challenge
The search investment model allows entrepreneurs to find and acquire established SMBs. Kamylon set out to streamline search by building an AI-powered platform to help searchers acquire businesses more efficiently. To achieve this, they needed top-tier expertise in AI and data science.
The Solution
World-class talent matched to Kamylon’s needs
Kamylon partnered with Toptal to bring in a data scientist with deep expertise in finance, AI, and venture investing. The data scientist’s background as a Harvard MBA and a former venture firm founder made him a perfect fit to help design and build the platform.
End-to-end AI development
Working as an integrated member of Kamylon’s team, the Toptal data scientist led the design of the platform’s system architecture, technology stack, and AI models. He trained the models using Kamylon’s proprietary data and ensured the outputs were fully actionable for investment decision-making.
The Outcome
AI-powered search and investment insights
With Toptal’s expertise, Kamylon successfully launched an AI-driven platform that helps to evaluate acquisition targets, and generates data-driven investment recommendations, accelerating the traditionally manual search process.
Technology as a force for economic change
By leveraging AI, Kamylon is expanding access to entrepreneurship and accelerating the transfer of successful businesses. Their platform is a key enabler in scaling the search model, ensuring that more entrepreneurs can acquire and lead SMBs, driving economic opportunity.