
monetizing private datasets to create collective intelligence @trize_io | Head of AI and Web3 @ T-RIZE Group
Canada
Joined March 2024
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A major step forward for @trize_io.
We’ve been selected to join the @TACoalition.
Our ambition: make every issuance a foundation for further market activity, with institutional architecture and federated intelligence.
Read more: t-rize.io/news/T-RIZE-Select…
Today in Montréal, @trize_io is taking the stage at @ExploitSummit.
RIZEMIND: Decentralized Collaborative Learning - Contribution Scoring
How can organizations build better AI together when the data cannot move?
Michael Duchesne (@mickduch), Head of Engineering, will explore contribution scoring, distributed evaluation, privacy-preserving learning & verifiable AI.
📍 Exploit Summit, New City Gas / Montréal
🕒 Today, September 28 at 15:50
🎤 RAO Stage
Broader intelligence. Sovereign data. Verifiable outcomes.
#RIZEMIND #FederatedLearning #DecentralizedAI #SovereignAI
❂ #PEOPLE
Meet Michael (@mickduch), Co-Founder and Head of Engineering at @trize_io.
He turns ambitious ideas into secure, scalable systems built for real-world financial markets.
For Michael, great engineering means building the right solution, creating real value, and delivering systems institutions can trust.
🔗: Full portrait in the comments.
Mick retweeted
Spotlight on Premier Member #1: T-RIZE 🪄
@trize_io is an end-to-end institutional tokenization platform. Across real estate, private credit, funds, and commodities, they help bring real world assets onchain: structuring them legally, issuing compliant blockchain-based tokens, and supporting them through the full lifecycle post issuance.
As a Premier Member of the @CantonFdn, T-RIZE participates in governance around the Global Synchronizer and contributes to the network’s infrastructure. On @CantonNetwork, they operate as a node validator and use Canton’s privacy-preserving rails for compliant tokenization.
They also announced a live real estate equity offering on Canton distributed via @joinrepublic, showing how tokenized real estate can be issued on regulated market rails.
Their partner stack spans @Chainlink for oracle infrastructure, @FireblocksHQ for MPC wallet security, @texture_capital for U.S.-compliant distribution, and Canton for institutional interoperability.
Building the regulated asset onboarding layer for tokenized private markets.
Pleased to have them in the Foundation 🤝
I've been trying out the different Canton Wallet providers, so far my favorite one is @ConsoleWallet.
Probably due to the experience being the closest to ETH.
Which one do you guys use?
Bonding equals voting power. 🏛️
Our governance framework recognizes sustained commitment. Voting power is maturity-adjusted, offering up to a 3X boost based on how long your tokens have been bonded. ⚖️
Ensure your participation in our key decisions.
Click here to know more about bonding: brochure-t-rize-vf.my.canva.…
This is a huge news, lots of work involved to get there. Tokenization is going places in 2026
Massive news for tokenization.
@The_DTCC (~$3.7 quadrillion/year in processed and settled transactions) selects @CantonNetwork to tokenize U.S. Treasuries, following an SEC no-action letter and stepping into governance as co-chair of the Canton Foundation. This positions Canton as a core institutional infrastructure layer for tokenized assets at scale—the ecosystem T-RIZE is building in.
Learn more: dtcc.com/news/2025/december/…
Mick retweeted
@trize_io announces that its Founder & CEO, Madani Boukalba (@madanirealx), has joined the Board of Directors of the @CantonFdn.
Canton’s Board includes leaders from @The_DTCC , @Euroclear, @HSBC , @Broadridge , @digitalasset — the institutions defining how regulated markets move onchain.
T-RIZE builds infrastructure for Digital Bonds, tokenized ETFs, regulated securities, and complex real estate transactions, designed for permissioned, compliant networks like @CantonNetwork
This matters.
canton.foundation/about-the-…
Republic is now distributing T-RIZE tokens! Available to investors worldwide!
This quoted post is unavailable.
Mick retweeted
T-RIZE: Canton Network & Nationally-backed AI innovation teapawt.net/i/broadcasts/1BRKjgARO…
This is a must read if you want to win the @flwrlabs's Hackathon on Friday 👀 With open source code and a walkthrough, it's an excellent start to introduce blockchains into your FL App
Our quickstart guide introduces Rizemind, a framework built on @flwrlabs and Rizenet designed to solve the hardest problems in multi-party AI: how to coordinate, verify, and reward collaboration onchain.
Start building the future of decentralized FL today: medium.com/@T-RIZE/getting-s…
Mick retweeted
Just landed in San Francisco for @flwrlabs AI Day! If you’re building in this space and want to talk about decentralized, privacy-preserving machine learning, let’s connect! Or join my presentation on the 26th for a first glance at Rizemind, our next AI product 👀
Just landed in San Francisco for @flwrlabs AI Day! If you’re building in this space and want to talk about decentralized, privacy-preserving machine learning, let’s connect! Or join my presentation on the 26th for a first glance at Rizemind, our next AI product 👀
Republic is an iconic financial firm and its an honour to be picked to do business with them. This opens an incredibly big and global market of accredited and retail investors
T-RIZE Group has secured an additional $200M mandate to tokenize 500+ new ground-up construction residential units in Canada, with @joinrepublic — a leading regulated platform with 3M+ investors, $3B deployed, and 2,500+ ventures backed — serving as the distribution partner.
The first tranche launches with Vision 60 by Ste-Rose: a $24.2M, 60-unit energy-efficient development. Investors can participate via fiat or crypto.
This milestone expands $RIZE utility across issuance, settlement & ecosystem growth.
Full details:
morningstar.com/news/globe-n…
Great explanation of differencial privacy. This is widely applied in Federated Learning, but hard to master the configuration of it! That's why we've had a dedicated researcher on this topic with the @trize_io Labs
As I've been down the customer discovery rabbit hole for @StoffelMPC, one thing that comes up time and time again that I don't see being addressed is differential privacy.
I know many of you, especially pure cryptography folks, eschew differential privacy. But in web2, it's singlehandedly the most widely deployed privacy tool to protect individual-level privacy at a wide scale. Cryptography alone doesn't solve this at all.
A simple example to demonstrate is the multiplication of a set of numbers held by 2 parties. 2 parties want to multiple their individual numbers without sharing their number with each other. They can do an MPC protocol in order to achieve this. At the end of the execution of the MPC protocol, each party gets the final result of the multiplication. However, since each party knows what their own number was, they can easily find the number of the other party!
The above example is contrived but illustrates that even with the use of advanced cryptography, one is able to deduce an individual level input. This is where differential privacy comes in!
Naively, if differential privacy were applied in addition to the MPC protocol, then each party would add some noise to their individual inputs and then undergo the MPC protocol in order to find the multiplication of their numbers. Now, with the result, they wouldn't be able to easily deduce the exact number the other party had because of the additional noise that was added!
Obviously, there's an issue here in that the noise can introduce inaccuracies in the final result but there are practical ways around this.
Hopefully, you can get a sense of why Big Tech loves differential privacy and why it's as widely deployed as it is. As orgs get more serious about other forms of privacy, they are going to be looking to combine advanced cryptography in addition to differential privacy as opposed to swap one for the other.
TLDR: Even advanced cryptography needs differential privacy
I'm curious about how multi-chain degens are.
If you have a self-custody wallet (i.e: metamask, rabby, ect), are you going to bridge to buy a token you want? Or are you going to wait for it to get on your chain?
77%I'm bridging
23%I'm waiting
13 votes • Final results Mick retweeted
The Partnership That Redefines On-Chain Finance!
We’re officially partnering with a $4T privacy-first @CantonNetwork , bringing institutional tokenization to a whole new scale.
T-RIZE is now live as a validator, issuer, and builder of real-world assets on this trusted infrastructure.
🧵 Here’s why this matters
Eyes on the $RIZE
Feels like the industry is syncing.
New rails. New access. New assets.
The signal’s aligned.
#RIZE #BuiltDifferently
Warming up the engine
$RIZE is gaining serious traction.
The momentum isn’t luck — it’s groundwork.
New listings, fresh partnerships, and next-gen tokenized assets are coming.
Thank you to our early believers. This is just the beginning…
It’s still early 💙
This is not financial advice.
#RWA #Blockchain #RIZE













