Karsten Wenzlaff, Advisor
August 26th, 2025
Mar 26, 2026 | NCFA Insight | Artificial Intelligence And Data

On March 1, 2026, CodeWall, a security research firm focused on AI systems, privately reported security gaps to McKinsey. The firm said its agent found 22 unauthenticated endpoints, then chained a SQL injection issue and other weaknesses to gain read and write access across the production environment. CodeWall said the reachable data included 46.5 million chat messages, 728,000 files, 57,000 user accounts, 384,000 AI assistants, and 94,000 workspaces. It also said prompts, model configurations, and RAG related data were reachable.
On March 2, 2026, McKinsey acknowledged the findings and patched the unauthenticated endpoints the same day.
On March 9, 2026, CodeWall publicly shared research on vulnerabilities in McKinsey’s internal AI platform Lilli.
On March 11, McKinsey released this statement about the vulnerability and that a third party forensic review found no evidence that unauthorized parties accessed client data or client confidential information.
Public API documentation appears to have exposed a map of the system. Some endpoints reportedly required no authentication. One of them allegedly allowed database manipulation through JSON keys, which opened the door to SQL injection. From there, CodeWall said it could determine live production data and reach much deeper parts of the platform.
This incident doesn't point first to a model failure. It points to ordinary application security weaknesses around an AI system that had become deeply embedded in internal work.
McKinsey didn't confirm the full scale of the researcher claims. Instead, it focused on the response. The company said it fixed the issue quickly and found no evidence that unauthorized parties accessed client data or client confidential information.
Having said that, the reported scale of reachable internal material was large enough to raise questions about internal knowledge exposure, employee work patterns, and intellectual property concentration in one system.
CodeWall said prompt and configuration layers were reachable. If true, it means a bad actor could have potentially altered how the system retrieves information or generates answers. In an internal AI tool, that can create wrong outputs that look normal to staff.
That's where this type of incident becomes more useful for fintechs and financial firms. A publicly visible outage gets noticed whereas quietly altered outputs may not. In regulated environments, that can affect approvals, reviews, client treatment, policy interpretation, and internal decision support before anyone spots the pattern.
Banks, lenders, insurers, wealth firms, and fintechs are building similar internal AI layers right now. They connect those tools to policy documents, research, support logs, internal files, and customer related workflows because it saves time and helps staff move faster.
But that convenience comes with risk given that AI often pulls sensitive access into one place. If permissions are weak, endpoints are exposed, or prompt controls aren't protected, one internal tool can become a wider point of failure.
A key lesson founders and operators should take from this case, is to ask whether the application around it is locked down, whether prompts and retrieval rules are treated as sensitive assets, whether permissions are tight, and whether anyone has tested the system the way an attacker would.
Enterprise AI doesn't erase old security mistakes. It can magnify them by concentrating data, access, and trust inside a single interface.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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March 26, 2026

Image: Pixabay/tourque
There has been considerable discussion in recent years about gaming licenses from the Malta Gaming Authority (MGA) and whether they still hold value in an increasingly regulated world. With Canada’s provincial markets moving toward their own regulatory frameworks, some players question whether this license matters anymore. The possibility of more provinces following Ontario’s lead and introducing their own licensing systems has led some to believe that international MGA licenses will soon become unnecessary for Canadian players.
However, the reality is more nuanced. In practice, MGA licensed casinos remain some of the most commonly used and trusted platforms among Canadian players. For those looking into their options, websites like MGAcasinos.ca are dedicated to helping players find the best MGA casino sites in Canada. This website offers a list of online casinos that have a proven track record of player protection, fair gaming standards, and high-quality gaming features.
In this article, we’ll take a closer look at why the MGA license still holds strong value in the Canadian market and why so many players continue to prefer it across Canada.
The MGA is the government body responsible for regulating gambling in Malta. It was established in 2001, and Malta became one of the first countries in the European Union to formally regulate online gaming back in 2004. That head start gave the regulator decades to build out one of the most respected licensing frameworks in the industry.
It operates under Malta’s Gaming Act, which came into full effect in August 2018 after a major overhaul of the country’s gambling laws. Today, it oversees both land-based and online operators, sets the standards they must follow, and has the authority to issue fines, suspend licenses, or cancel them altogether when operators fall short.
What sets the MGA apart from lesser-known licensing bodies is the level of scrutiny involved. Operators must pass background checks, demonstrate financial stability, meet technical requirements, and implement responsible gambling measures before they can receive a license.
Ongoing compliance is expected, not just during the application stage. In practice, this means licenses are not automatically renewed. Recent figures reported by Next.io show that multiple operators applied for renewals, and not all were approved, reflecting the regulator’s continued oversight and willingness to deny extensions where standards are not met.
Canadian players have a lot of options when it comes to online gambling, but MGA licensed casinos consistently stand out. The reasons go beyond simply being internationally licensed. Here’s a clear breakdown of why these platforms are so popular among Canadian players:
Outside Ontario, most Canadian provinces don’t have fully regulated markets for private online casinos. Provincial lottery corporations offer their own platforms, but these options are limited. Additionally, most provinces haven’t established a licensing system for private operators.
As a result, many players turn to internationally licensed sites for more choice and flexibility. This is why Canadian players frequently encounter MGA licensed casinos, as these platforms are widely available and well-established, making them a natural choice for players seeking quality online gaming.
The MGA has been around for many years now and is well known among online casino players in Canada. This long presence has helped build familiarity and trust, so many players already recognise what to expect from it. Because of that, these licensed casinos are often preferred over other jurisdictions, not just for compliance reasons, but because players feel confident using platforms they already know.
Licensed casinos under the MGA have to follow strict player protection rules designed to keep players safe. This includes:
MGA casinos partner with some of the biggest software providers in the industry, including NetEnt, Microgaming, and Evolution Gaming. This means Canadian players have access to thousands of high-quality slot titles, table games, and live dealer experiences. The variety and innovation available at these casinos often surpass what provincial platforms can offer.
Canadian players benefit from a wide range of payment methods at MGA casinos, including:
Withdrawals are often faster, and the variety ensures players can deposit and play in ways that are convenient and secure.
MGA casinos are known for offering competitive welcome bonuses, free spins, cashback, and loyalty programs. Compared to provincial platforms, these promotions are generally more varied, giving players extra value and incentives to try new games.
Many MGA licensed casinos are run by established international brands that seek long-term growth rather than short-term profits. Because the MGA is a highly respected regulator, this attracts reputable companies, which in turn gives Canadian players access to stable, trustworthy platforms. For players, this means these casinos are less likely to disappear suddenly and more likely to offer consistent service, fair games, and reliable payouts over time.
The MGA makes it straightforward to verify whether a casino actually holds a valid license. Here is how to check:
The Malta Gaming Authority has built a reputation as one of the more rigorous online gaming regulators in the world, and that is why Canadian players frequently encounter MGA licensed casinos when looking for options outside provincial platforms.
These casinos offer Canadian players a winning combination of safety, fairness, and variety. With strict regulatory oversight, secure transactions and protections for players, it is no wonder these casinos are so popular. Whether you are a casual gamer or a high-stakes player, exploring MGA licensed platforms can help you find trusted options and enjoy peace of mind while playing.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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Mar 25, 2026 | NCFA Insight | Regulation And Policy, Capital Markets And Market Infrastructure

Sports volume built the business. Now rules, surveillance, and product limits will decide who lasts. On March 23, 2026, a bipartisan Senate bill moved to ban sports and casino style contracts on CFTC registered prediction market venues. The Senate release said a March Madness winner contract had already passed $100M in trading volume and that Super Bowl prediction market volume topped $1B in 2026.
Those numbers explain why prediction markets are now under direct pressure from lawmakers. Prediction markets are no longer fringe. They now sit in a fight over who regulates them, which contracts stay allowed, and whether the business still works under tighter rules.
Sports helped prediction markets reach a wide audience fast, but that same growth put them in direct competition with state regulated sportsbooks and tribal gaming interests. The Prediction Market Senate bill to ban sports contracts is aimed straight at that overlap. It would prohibit any CFTC registered entity from listing contracts that closely resemble a sports bet or a casino style game. If it advances, sports contracts would be the first part of the business to take a hit. That in itself wouldn't kill prediction markets, but it would force a reset around contracts that look more like economic, financial, or commercial forecasting and less like entertainment wagering.
Sports contracts brought scale, attention, and league partnerships. NCFA looked at that earlier when the NHL partnered with Kalshi and Polymarket. Sports now look like the part of the business most likely to trigger a stronger federal and state response.
Polymarket and Kalshi tightened their controls on the same day. On March 23, Polymarket tightened its market integrity rules across both its DeFi venue and its CFTC regulated US exchange. The updated rules ban trading on stolen confidential information, illegal tips, and outcomes a trader can influence.
Kalshi added candidate and athlete trading bans covering political candidates, athletes, referees, coaches, and team staff, and introduced a whistleblower feature to tighten insider risk controls.
These aren't minor changes. They prove Kalshi and Polymarket understand that insider risk is now a live issue. Prediction markets want to be treated as financial infrastructure, but financial infrastructure has to show it can police insiders, document rules, and respond fast when abuse appears. NCFA covered that tension earlier when prediction markets started pricing geopolitical events.
Canada is taking a narrower approach. The Globe and Mail reported today that Wealthsimple cleared a regulatory hurdle to offer forecast contracts in Canada, but only for economic indicators, financial markets, and climate trends. Sports and election contracts are out. Wealthsimple is the second firm to receive this approval in Canada, after Interactive Brokers Canada.
Interactive Brokers Canada has positioned contracts around government, economic, finance, and climate events, not sports books in a different wrapper. The product is already live in Canada on that basis.
Wealthsimple now brings local retail distribution, stronger brand reach, and a better chance of testing whether forecast contracts can find a market here without leaning on the sports volume that pushed the US fight into the open.
Can a prediction market still grow once sports contracts face a ban, insider screening gets tighter, and compliance costs rise? Some firms may adapt by leaning into macro, rates, inflation, climate, earnings, and other information markets. Others may find that the most profitable contracts were also the ones most likely to trigger a crackdown.
The CFTC is also reviewing the rules. On March 12 2026, the CFTC opened an Advance Notice of Proposed Rulemaking on prediction markets and asked for public comment on which event contracts may be contrary to the public interest, how current rules apply, and what changes may be needed. That means this fight is not limited to one Senate bill or one week of headlines. The federal rule in the U.S. is now under review.
For Canadian dealers, fintechs, and market operators, there is room to build forecast products here, but the lane is narrower than in the US.
Prediction markets already proved they can attract users and volume. The next test is whether prediction markets can still grow once product limits tighten, regulators draw a harder line around what is allowed, and compliance demands rise.
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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March 24, 2026

If you're a high-earning Canadian trying to build wealth, you've likely been told to "max out your RRSP" or "use your TFSA first." The advice often sounds definitive - but rarely accounts for your actual situation. Both accounts offer powerful tax advantages, yet they work in fundamentally different ways. Choosing between them isn't just a tax question; it's a behavioral and strategic one that depends on your income trajectory, spending patterns, and psychological relationship with money.
Understanding how RRSPs and TFSAs actually function - and how your brain responds to each - can help you make smarter decisions that stick.
The Registered Retirement Savings Plan (RRSP) is a tax-deferred account. Contributions reduce your taxable income in the year you make them, and your investments grow tax-free inside the account. You pay tax only when you withdraw, ideally in retirement when your income - and tax rate - are lower. For 2024, the contribution limit is 18% of your previous year's earned income, up to $31,560. [1]
The Tax-Free Savings Account (TFSA) works differently. You contribute with after-tax dollars - no immediate deduction - but all growth and withdrawals are completely tax-free, forever. The 2024 contribution limit is $7,000, with cumulative room of $95,000 if you've been eligible since the TFSA launched in 2009. [2]
Both accounts shelter investment gains from annual taxation, which is their shared superpower. The difference lies in when you pay tax and how withdrawals affect your future finances.
The classic rule of thumb: if your tax rate is higher now than it will be in retirement, the RRSP wins. If your rate will be the same or higher later, the TFSA is better. [3]
For high earning $150,000+ in provinces like Ontario, the combined federal-provincial marginal rate can exceed 43%. [4] An RRSP contribution at that rate delivers an immediate, substantial tax refund. If you withdraw in retirement at a 30% rate, you've effectively earned a permanent tax arbitrage.
But here's where it gets nuanced. RRSP withdrawals count as income, which can trigger clawbacks of Old Age Security (OAS) benefits and affect other income-tested programs. The OAS recovery tax kicks in once your income exceeds approximately $90,000, reducing benefits by 15 cents for every dollar over the threshold. [5]
TFSA withdrawals, by contrast, are invisible to the tax system. They don't affect OAS, GIS, or any means-tested benefit. For retirees who want flexibility and predictability, this can be worth more than the upfront RRSP deduction. [6]
Tax optimization assumes you'll actually invest the RRSP refund - not spend it. Research on windfall spending shows that unexpected money, including tax refunds, is often treated as "found money" and spent rather than saved. [7]
If you contribute $10,000 to your RRSP and receive a $4,000 refund, the math only works if that $4,000 goes back into investments. If it funds a vacation or lifestyle upgrade, you've diluted the RRSP's advantage significantly.
There's also the mental accounting problem. Behavioral research shows that people treat money differently depending on which "mental account" it sits in. [8] RRSP funds feel locked away (and largely are, due to withholding taxes on early withdrawal), which can be protective. TFSA funds feel more accessible, which can lead to premature withdrawals for non-emergencies.
Research from the Financial Consumer Agency of Canada found that many TFSA holders use their accounts primarily for short-term savings rather than long-term investing - missing the compounding benefits the account was designed for. [9]
Rather than treating this as an either/or question, most HENRYs benefit from using both accounts strategically. Here's a simplified decision framework:
Prioritize RRSP when: your marginal tax rate is high (above 40%), you're confident your retirement rate will be lower, and you have the discipline to reinvest the refund. Also consider RRSP contributions if you're planning to use the Home Buyers' Plan (HBP), which allows first-time buyers to withdraw up to $60,000 tax-free for a home purchase. [10]
Prioritize TFSA when: you're in a lower tax bracket now but expect higher earnings later, you want flexibility for mid-life goals (since withdrawals don't trigger tax or penalties), or you're already maximizing RRSP contributions and have additional savings capacity.
Use both when: you can afford to maximize contributions to each. The combined annual room (RRSP + TFSA + the newer FHSA for first-time home buyers) can exceed $40,000 - a powerful wealth-building engine if used consistently. [11]
Contributing to RRSP in a low-income year. If you're between jobs or earning less than usual, the deduction is worth less. Consider contributing to your TFSA instead and saving RRSP room for higher-earning years.
Ignoring employer matching. If your employer offers RRSP matching, that's an immediate 50–100% return on your contribution. Always capture the full match before directing money elsewhere.
Using TFSA as a savings account. Parking TFSA funds in a low-interest savings account wastes the tax shelter. Long-term data shows that diversified equity portfolios dramatically outperform cash over decades - and the TFSA's tax-free growth makes it ideal for higher-return investments. [12]
Over-contributing. The CRA charges a 1% monthly penalty on excess TFSA contributions. Track your room carefully, especially if you've made withdrawals (which restore room the following year, not immediately).
How PsyFi helps you optimize - and stick with - your strategy
Knowing the difference between RRSPs and TFSAs is one thing. Consistently making the right contributions - and avoiding the behavioral traps that derail good intentions - is another.
Personalized nudges: Reminders to contribute before deadlines, prompts to reinvest refunds, and alerts when you're approaching contribution limits.
Behavioral insights: Understand your money personality and how it affects decisions like "Should I tap my TFSA for this expense?"
Progress tracking: See how your registered accounts are growing over time, with visual cues that reinforce consistent behavior.
The best tax strategy is the one you actually follow. https://www.psyfiapp.com/ helps make that easier.
3: https://www.wealthsimple.com/en-ca/learn/rrsp-vs-tfsa
4: https://www.taxtips.ca/taxrates/on.htm
6: https://www.wealthsimple.com/en-ca/learn/oas-clawback-explained
7: https://www.nber.org/digest/mar09/did-2008-tax-rebates-stimulate-spending
8: https://www.behavioraleconomics.com/resources/mini-encyclopedia-of-be/mental-accounting/
12: https://www.rbcgam.com/en/ca/learn-plan/investment-basics/the-hidden-cost-of-too-much-cash/detail
The National Crowdfunding & Fintech Association (NCFA Canada) is a financial innovation ecosystem that provides education, market intelligence, industry stewardship, networking and funding opportunities and services to thousands of community members and works closely with industry, government, partners and affiliates to create a vibrant and innovative fintech and funding industry in Canada. Decentralized and distributed, NCFA is engaged with global stakeholders and helps incubate projects and investment in fintech, alternative finance, crowdfunding, peer-to-peer finance, payments, digital assets and tokens, artificial intelligence, blockchain, cryptocurrency, regtech, and insurtech sectors. Join Canada's Fintech & Funding Community today FREE! Or become a contributing member and get perks. For more information, please visit: www.ncfacanada.org
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