Built to predict, not guess
Three founders who built and exited together before, now applying that experience to redefine customer intelligence with privacy at its core.
Transform how companies know their customers
“Using real-time intent prediction and direct AI-agent engagement, we turn customer data into a permanent competitive advantage.”
Most companies know remarkably little about why their customers do what they do. They have transaction records, but no preferences. Demographics, but no intent. Preferences AI fixes this by building privacy-preserving digital twins that predict, simulate, and act without ever touching personal data.
Core Beliefs
Privacy by Architecture
Privacy is not a compliance checkbox. It is the foundation upon which durable customer trust and competitive advantage is built.
Data as a Reusable Asset
One-time surveys and reports are waste. Customer data should compound in value over time, not expire with each report cycle.
AI that Augments Humans
Our intelligence engine gives teams the confidence to act. It does not replace the judgment that makes great businesses.
Built by operators who've done it before
Tamir, Jason, and Frankie previously co-founded, scaled, and successfully exited a technology startup together. Preferences AI is their next chapter.
With 10+ years in finance and data, spanning the HKEX data team, Kenetic Capital (blockchain VC), and Teneo Consulting, Tamir drives the strategic vision of Preferences AI. Together with Jason and Frankie, the founding team previously co-built, scaled, and successfully exited a technology startup before founding Preferences AI.
LinkedIn
10+ years in business development across BlackPine Private Equity Partners and the founding of one of Canada's largest F&B festivals. The trio's proven track record of building and exiting together forms the operational backbone that drives Preferences AI forward.
LinkedIn
A 20+ year veteran in IT systems and data architecture who built the backend and predictive analytics infrastructure for multiple billion-dollar hedge funds. Frankie's expertise powers the intelligence engine at the core of Preferences AI, a continuation of the work he began with Tamir and Jason at their previously exited startup.
LinkedInRecognised by the best
European Blockchain Convention
Top 5 Finalist, recognised for breakthrough privacy-preserving digital twin architecture.
HKMA IADS Hackathon
We were selected as a finalist to showcase our data privacy sharing solution at the Hong Kong Monetary Authority.
Google for Startups
Direct support including financial backing, cloud credits, and technical mentorship.
Let's start a conversation
Talk to Our Team
Whether you're looking to replace your market research, integrate AI agents, or build a custom enterprise solution, we'd love to understand your use case.