James Stephan-Usypchuk has been building behavioral AI since before it had a hype cycle: JSU Solutions est. 2009, AI.DA in production since 2012, three years before OpenAI was founded. The same models now power M&A and deal origination for some of the largest investment firms in the world, and the sales engines on this site.
J. Stephan-Usypchuk · Montréal & FloridaMontréal. The practice that would generate well over $75M in new business, recognized among Canada's foremost experts in paid social.
Behavioral marketing intelligence in production three years before OpenAI existed. Named among Canada's top Meta advertisers the same year; later featured by Hootsuite and AdEspresso. One client matched two years of e-commerce sales in 60 days.
Guest lecturer at Montréal universities including Concordia's John Molson School of Business, on real-world growth systems.
Co-founded and led AI ventures including Freya.ai. Group CMO and board roles across high-growth organizations. Part of an independent sponsor led acquisition valued over $100M.
AI.DA 3.0 powers M&A and deal origination for firms including BlackRock, Blackstone, HIG Capital, Sixth Street, Metropolitan, and SLR Capital Partners: systematic off-market opportunity sourcing where being wrong about behavior costs millions.
Architected Constellation, fusing 17 years of behavioral and deal-pattern data with 24 federated sources. 80+ AI agentic systems built across MSP, manufacturing, distribution, finance, CRE, RIA, and M&A. Vertical platforms live: Territory Signal, Departure Radar, the NexusFlow outreach engine. Fractional CSO seats at LightChange Technologies and Trascinda-USA.
"He's a rare blend of strategic thinker and hands-on leader... incredibly well-connected in finance, private equity, and credit circles. When it comes to identifying and pursuing M&A targets, he's simply one of the best."Eduardo Cervantes · Strategic Partner
James is known for a collection of bold, colorful glasses. The philosophy is the same one inside AI.DA: breakthrough results come from reading the market through a different lens than everyone else is wearing. The frames are just the visible version.
Request a briefingThe record
Seventeen years shows up in the casework and in the Signals teardowns.