A Toronto-based artificial intelligence startup has made a calculated bet that the real money in AI isn't just in creative tools—it's in helping small businesses get their data and workflows organized.
Harmix Group, founded in 2018, built its reputation as an early pioneer in multimodal AI, creating a sophisticated search engine that lets music producers, broadcasters, and creative teams hunt through massive libraries of audio, video, and images using simple natural-language descriptions. The company licensed its technology to major players like Red Bull, Sky TV (which used it to compose music for HBO's House of the Dragon), and through partnerships with Disney and Warner Bros., the company was already turning a profit.
But the explosive momentum around generative AI tools and autonomous AI agents has inspired the 20-person company to pursue something entirely different.
From Music Search to Business Automation
"When you have millions of compositions, there's no way you'd have time to listen through all the previews," co-founder Nick Shcherban explained in an interview about the original product's value proposition. But as the team grappled with their own operational challenges—managing a lean workforce juggling multiple tools and data sources—they saw a larger opportunity.
"Once we had so much traction with the music, image and video search API, we started developing agents internally to help us because we had a small team," said CEO Nazar Ponochevnyi, a graduate researcher at Toronto's Vector Institute and Ukrainian-born entrepreneur.
That internal experiment has now become a full-fledged business line. The company recently secured $1 million USD in funding from an undisclosed Canadian family office to develop what they're calling a Proactive AI Manager (PAM)—essentially an AI-powered assistant that automatically integrates and unifies fragmented business data across platforms like Google Drive, Slack, and other workplace tools.
Solving Data Fragmentation for SMBs
According to federal policy research, small and medium-sized enterprises across Canada lag behind larger corporations in AI adoption, often because the technical barriers feel insurmountable. Ponochevnyi argues that throwing AI at disconnected data sources actually makes work harder, not easier—unless those sources are properly integrated first.
"With all this hype from AI agents, people are really excited," Ponochevnyi said, pointing to open-source projects that have captured developer and investor imagination. "They want somebody who has expertise integrating those agents into real businesses."
Harmix is positioning itself as exactly that kind of expert. The company is already working with European manufacturing firm Modern Expo and is assembling a cohort of 10 design partners—early-stage clients willing to test the platform on their actual workflows in exchange for input on product development.
The funding will go toward hiring engineers, improving the product, and pursuing data security certifications and private cloud hosting options—critical requirements for businesses concerned about sensitive information.
This article is based on reporting from BetaKit, Canada's technology and startup news source. Read the original story at BetaKit.com