Skip to content
NB Tech NewsSubscribe

Startups1 min read

Gray Wolf Analytics: Crypto Forensics from a Fredericton Classroom

Born inside UNB's TME centre in 2019, the startup applies AI to blockchain analytics so banks and exchanges can spot criminal money before it touches them.

A chain of blockchain blocks with one flagged red by a magnifying lens, and a bank shield stopping the flagged coin

Cryptocurrency's pseudonymity is a feature for users and a nightmare for compliance departments. Gray Wolf Analytics — born out of the University of New Brunswick's Technology Management and Entrepreneurship centre in February 2019 — sells the antidote.

What it does

Gray Wolf applies artificial intelligence to blockchain transaction analysis, helping financial institutions and cryptocurrency exchanges identify wallets and flows tied to criminal activity — fraud, laundering, sanctioned entities — before those funds contaminate their books. As regulators worldwide pull crypto into conventional anti-money-laundering regimes, the compliance tooling market has shifted from optional to mandatory, and analytics is its picks-and-shovels layer.

The Fredericton logic

A blockchain-forensics startup sounds like it belongs in New York or Singapore, but its ingredients are exactly Fredericton's pantry: machine learning talent from UNB, security-industry DNA from the Q1 Labs lineage, and an institute — the Canadian Institute for Cybersecurity — that publishes some of the most-cited security datasets in the world a short walk from the company's origins.

It's also a fresh data point for the TME thesis: the centre's startups aren't clones of one model. In the same pipeline vintage you'll find heat-pump hardware, off-road vehicle software, agtech instruments — and now financial-crime analytics.

What to watch

Compliance markets reward incumbency and trust, which makes the early enterprise logos everything. For Gray Wolf, each bank or exchange that signs is both revenue and moat — the kind of compounding, unglamorous progress this province's best companies tend to share.

ChronologyUNB· 35 stories since Nov 20, 2024

  1. Gray Wolf Analytics Brings Scam-Detection Playbook to UNB's RBC Lunch & Learn
  2. McKenna Institute Pulls District Tech Leads to Chelmsford to Scale Teacher Upskilling
Chronology · show all 35 stories
  1. Sussex Elementary Opens a Saber STEAM Studio for Robotics and 3D Printing
  2. UNB Joins $5M National Push to Keep AI Weather Forecasts Grounded in Physics
  3. UNB's Fifth-Scale ATV Predicts the Ground Under Each Wheel — and Left AI Out of It
  4. Mastercard's Canada Security VP Keynoted CIC's Fredericton Summit — Then Toured the IoT Lab It Funds
  5. UNB Names Its First Digital Agriculture Chair — and He Starts With Small Farms
  6. UNB Sent Middle Schoolers Back to Class With Games, Websites and AI
  7. Review: UNB's Scott Bateman on the Three AI Myths That Won't Die
  8. UNB's Machine Learning Health Vault Wins CFI Infrastructure Funding
  9. UNB Co-Authors Confirm the First Native Sulfur Ever Found on Mars
  10. UNB Researchers Threat-Model the Protocols That Let AI Agents Act
  11. UNB Researchers Build a Practical Roadmap for the Post-Quantum Migration
  12. UNB Poster Weighs the Privacy Cost of Federated-Learning Aggregation
  13. UNB Researchers Deploy Collaborative AI Agents to Guard Power-Substation Networks
  14. UNB Researchers Build a Mixture-of-Experts Defence Against Adversarial AI Attacks
  15. UNB Researchers Make AI Malware Detection Explainable with a 'Dual Prototype' Framework
  16. UNB Researcher Takes a Geometric Axe to Optimization's Symmetry Problem
  17. UNB Researcher's 'Trust Passport' Would Stamp Every AI Reply with Its Risk Profile
  18. National Cyber Agencies and Big Banks Head to Fredericton for UNB's Cybersecurity Summit
  19. When the First Canadian Flew to the Moon, Fredericton Was Listening
  20. UNB Partners with Talent Innovation Canada to Put Grad Talent Inside Industry R&D
  21. McKenna Connect Puts UNB Mentors Beside 250 Rural Neighbours
  22. Cybersecurity Pioneer Ali Ghorbani Named to the Order of New Brunswick
  23. McKenna Institute's TeXplore Turns 17 Days Off School Into Soldering, Robots and AI
  24. SeaGreen Puts Seaweed Biochar in Ten Queen Street Flower Planters
  25. UNB Stitches Its Startup Machinery Into One Network
  26. Creduman Takes Top Spot at UNB’s MTME: NEXT 2026
  27. Four UNB MTME Startups Launch Next Week at MTME: NEXT
  28. The UNB Startup Pipeline: How a Fredericton Campus Keeps Minting Companies
  29. How Fredericton Became a Cybersecurity Town
  30. A Century of Circuits: UNB's Electrical Engineering Program Turns 100
  31. First Cheques: UNB's Fraser Fund Backs SpatialOne, Profitual, and AinaTest
  32. Gray Wolf Analytics: Crypto Forensics from a Fredericton Classroom (this story)
  33. Three Years In, the McKenna Institute Is Quietly Rewiring New Brunswick

Related coverage

Tags