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Inside the Feedback Loops Driving AI Failure

AI | Nov 13, 2025

AI innovation and governance

How AI Harm Happens and Why Governance Keeps Missing It

In October 2025, the Center for Security and Emerging Technology (CSET) released a report called, "The Mechanisms of AI Harm", that breaks down how artificial intelligence can cause harm through predictable pathways. The study found that most failures stem not from malicious use but from system design, biased data, and weak oversight.

See:  AI Psychosis Threatens Trust in Innovation

CSET warns that as AI systems spread through banking, healthcare, and infrastructure, the harm becomes self-reinforcing. Each model learns from the last, compounding flaws over time. The problem is not bad actors but feedback loops that quietly scale risk. Governance is lagging behind by years, while the pace of model deployment grows monthly.

When Innovation Outruns Accountability

In Detroit, a police facial recognition system wrongly identified Robert Williams, leading to a false arrest that eroded public trust in the technology meant to improve safety.

An MIT article found that error rates for darker-skinned women reached 34% compared with less than 1 % for lighter-skinned men. These disparities reveal structural bias baked into training data and feedback systems.

Across Europe, the EU AI Act now treats such failures as foreseeable harms requiring traceability and documentation.

In the United States, federal regulators have begun enforcement actions against companies using opaque algorithmic decisions.

See:  ShadowLeak Shows Zero Click AI Agent Risk

Canada’s proposed Artificial Intelligence and Data Act (AIDA) remains under parliamentary review and was impacted by prorogation in January 2025, leaving gaps between good intentions and enforceability, read the death of AIDA.  Policymakers now are debating how AI accountability should evolve.

Many Canadian financial institutions already use machine learning to underwrite credit, detect fraud, and screen clients. Yet few publicly document how models are tested for bias or explainability. The Office of the Superintendent of Financial Institutions (OSFI) Guideline E-23 on Model Risk Management (2027) outlines how financial institutions should govern advanced analytics and AI models, including validation, bias testing, and accountability expectations, but without enforcement the framework still relies on internal discretion.

Regulators acknowledge the need for governance but lack consistent mechanisms to test, benchmark, or verify models across industries. The result is a patchwork system where AI tools can operate with little external visibility. Each institution assumes its safeguards are sufficient, even though no one has a full view of the risk landscape.

CSET’s model shows harm accumulates when oversight is fragmented. A 2024 OSFI-FCAC Risk Report on AI Uses and Risks at Federally Regulated Financial Institutions found that many financial institutions rely on third-party AI systems without full audit access or validation rights, which means models can change without regulators or even clients knowing. These dependencies create silent risk channels within the financial ecosystem.

And in Europe, a Europol “Facing reality? Law enforcement and the challenge of deepfakes” report cautions that deep-fake technology is proliferating rapidly and posing new risks for fraud, misinformation, and market manipulation. Each failure feeds the next, so it creates a feedback loop of risk spreading across jurisdictions and markets. 

Why It Matters

AI in FS 2030 Global Survey

 

Regulators and financial institutions have a limited window to close the governance gap before public trust erodes. The real challenge is not whether to slow innovation, but how to steer it responsibly. CSET’s findings suggest that effective AI governance must protect stakeholders while allowing systems to improve and scale safely. Overregulation can push innovation into unregulated spaces, but weak oversight leaves markets exposed to preventable harm.

See:  Take Part in the Global AI in Finance 2030 Survey

CSET’s framework shows that AI harm grows from feedback loops where technical design, human behaviour, and oversight interact. Preventing harm means building governance that evolves at the same pace as the systems it regulates. The question is not whether AI will cause harm, but whether leaders will move fast enough to limit it. Accountability cannot be automated. It must be led.


NCFA Jan 2018 resizeThe 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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Fintechs Are Digitizing $33T in Alternative Assets

Alternative Assets | Nov 12, 2025

Alternative Asset Fintech Map by Luge Capital Nov 2025

Image: State of Alternative Assets: A Fintech Perspective (Luge Capital, Nov 2025)

Fintech Innovation is Eating Away at Private Markets

On November 11, 2025 Luge Capital published an informative report titled "2025 State of Alternative Assets: A Fintech Perspective'.  Global Alternative Assets (Alts or AltAssets) reached $19 trillion in 2023 and could grow to $33 trillion by 2030, per the report's analysis of verified data from Preqin, BCG, and Deloitte.

Private equity and private credit stand out as the biggest categories but behind this growth, fintech companies are quietly rebuilding how money is raised, managed, and circulated across private investments.

Fintechs Are Rebuilding the System From the Ground Up

Laviva Mazhar, a Principal at Luge Capital and Author of the report, compares what's happening today to the early computerization of trading desks. Manual processes are being replaced by connected systems that make private markets work more smoothly.

See:   NCFA Canada and TheBlock Partner to Build a Global Bridge for Tokenization

New companies are designing tools that handle every step of the process, from AI-supported deal sourcing and due diligence to data collection and performance reporting. The report names Canoe Intelligence (U.S.), 73 Strings (India), and Mantle (Canada) among the firms setting new benchmarks for automation.

Large players such as BlackRock, iCapital, and Hamilton Lane are also expanding through partnerships and acquisitions, bringing these innovations into the mainstream.

Private Equity and Credit Are Driving Growth

Private equity assets under management reached $5.8 trillion in 2023, while private credit is expected to reach $2.6 trillion by 2029. The number of U.S. companies backed by private equity has climbed 490% since 2000, validating how deep private capital is supporting business growth.

Company buyouts or public companies being taken private off the stock market increased 32% year over year, pointing to strong investor appetite for longer-term ownership. Across North America $297 billion has flowed into 7,300 private Canadian companies since 2013, backed by the shared strength of regional investment ecosystems.

Access is Opening Beyond Institutions

Luge reports that 86% of institutional investors already allocate to alternatives, but individual investors are beginning to play a larger role. Assets from the wealth channel in the U.S. are projected to more than double to $3 trillion by 2029.

See:  DealMaker Raises $20M to Expand AI Capital Platform

Fintech platforms like iCapital (U.S.), Yieldstreet (U.S.), and Opto Investments (U.S.) are developing digital pathways that make it easier for people to participate in funds once reserved for large institutions. This growing inclusion is one of the strongest patterns Luge identifies across the market.

According to Luge, the biggest opportunities now lie in the systems that connect private markets together. These include data sharing networks, portable investor identity tools, and liquidity platforms for secondary trading. The report also highlights a new class of software that helps fund managers handle onboarding, compliance, and reporting in one place. These initiatives are setting the stage for a more open and efficient investment environment.

Outlook

Fintech companies that make it easier to access capital, reduce paperwork, and build trust are helping the global economy work better. This focus mirrors NCFA Canada’s commitment to supporting innovation, inclusion, and competitiveness through responsible market design that benefits investors, businesses, and communities alike.  Download Luge Capital's latest report on the State of Alternative Assets in 2025 and/or subscribe to NCFA's weekly newsletter.


NCFA Jan 2018 resizeThe 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

NCFA Financial Innovation MapNCFA Innovation Opportunity BriefsNCFA Fintech Insights
NCFA Fintech WhispererNCFA Fintech Fridays PodcastNCFA Weekly Newsletter

 

Corporate Crypto Treasuries Cross $137B as DATCos Multiply

Digital Assets | Nov 12, 2025

Digital Asset Treasury Companies (DATCos) Move from Niche to Mainstream

On November 5, 2025 CoinGecko published a comprehensive 2025 Digital Asset Treasury Companies Report unveiling the trends, rankings and strategies of mainly public companies that are increasingly adding digital assets to their balance sheets.

See:  LQwD Joins Microstrategy’s Bitcoin for Corporations

The report outlines three types of public DATCos including (1) Crypto mining firms (i.e., MARA Holdings), (2) Pure play firms whose sole purpose is to accumulate crypto assets (i.e., Strategy or Bitcoin Treasury Corp), and (3) Companies with crypto reserves (i.e., Bitfarms Ltd), with the full source data being available in the report along with CoinGecko's Treasuries Tracker (NB: includes government holdings in rankings).

CoinGecko’s data shows the number of Digital Asset Treasury Companies expanding from just 4 in early 2020 to 142 by October 2025. Total holdings rose from about $30 million to $137.3 billion USD, more than doubling in 2025 alone.

Bitcoin represents about 82.6 % of total holdings, Ethereum 13.2 %, and Solana 2.1 %, with the rest spread among smaller tokens. The United States leads with 60 companies; Canada ranks second with 19, reflecting its strong base of listed miners and crypto firms.

The takeaway is that public companies are increasingly adding digital assets to their balance sheet.  Below are highlights of the ins and outs of how they do it, and some lessons learned.

Strategy Remains the Flagship Case

CoinGecko traces Strategy’s transformation from a software company into the world’s largest corporate Bitcoin holder. Since pivoting in August 2020, Strategy has acquired about 640,800 BTC, roughly 3 % of total Bitcoin supply, and now manages holdings exceeding $70 billion USD.

See:  GameStop Joins Growing List of Bitcoin Treasury Holders

The company funded these purchases through a mix of equity offerings, bond issuances, and preferred shares. Its stock has traded at premiums to its Bitcoin net asset value during parts of 2024, underlining investor appetite for exposure to corporate crypto reserves.

The Pace and Mix of New Buying

CoinGecko tracks at least $42.7 billion USD in new crypto purchases by DATCos between January and October 2025, with more than half occurring in the third quarter. Bitcoin accounted for roughly 70 % of total spend, Ethereum for 18 %, and Solana led among smaller allocations.

This acceleration reflects growing comfort with digital assets as long-term treasury instruments rather than short-term speculative holdings.

Who Holds the Most and What They Hold

As of November 2025, Strategy leads with $70.7 billion USD in Bitcoin. BitMine Immersion ranks second with combined Ethereum and Bitcoin holdings of $12.9 billion USD, followed by Sharplink, a major Ethereum holder.

The top group also includes Marathon Digital, Riot Platforms, Coinbase, Galaxy Digital, and Tesla. Together, the top 15 account for most corporate-owned digital assets.

See:  New Hampshire First U.S. State to Legalize Bitcoin Reserve

Three Canadian-listed firms, Galaxy Digital, Hut 8 Mining, and Bitfarms Ltd., remain among the most significant international participants, confirming Canada’s status as a leader in Bitcoin and Ethereum treasury adoption.  Both Galaxy Digital and Hut 8 are listed as U.S. firms on the tracker but they are registered and originated in Canada.

Treasury Snapshots for Bitcoin, Ethereum, and Solana

Bitcoin treasuries held by DATCos now total about 1.03 million BTC, equal to 4.9 % of total Bitcoin supply. Strategy alone holds roughly 61.5 % of that amount.

Ethereum holdings across DATCos reached 4.7 million ETH, or 3.9 % of supply, with BitMine Immersion responsible for about 69 % of the total.

Solana treasuries rose to 15.9 million SOL, about 2.9 % of supply. Forward Industries’ $1.65 billion purchase of 6.8 million SOL in September 2025 represents nearly half of all corporate Solana reserves.

4 Channels of DATCo Funding 

CoinGecko documents four key financing methods that DATCos have been using to acquire crypto assets:

See:  Fidelity Report Insights on Digital Assets in 2025

  1. Private placements and PIPE deals for initial seeding of corporate treasuries.
  2. At-the-market equity programs to raise capital when stock prices trade above net asset value.
  3. Perpetual preferred shares used to attract income-focused investors with fixed yields.
  4. Convertible senior notes debt instruments offering optional equity conversion for large-scale acquisitions.

Together, these options spotlight structured financing strategies that balance investor access with risk control.

Why Market Net Asset Value (mNAV) Matters

mNAV compares a company’s market capitalization to the value of its crypto holdings, which acts as a sustainability barometer. When mNAV falls below 1.0, raising new equity dilutes shareholders rather than adding value.

CoinGecko found several DATCos near or below that threshold in late 2025. As a result some companies paused new acquisitions, while others turned to preferred shares or buybacks to stabilize their valuations.

Lessons from Funding Limits and Early Consolidation

CoinGecko’s report offers several clear lessons from 2025’s wave of funding stress and consolidation among crypto treasury companies.

See:  Trump Media and Crypto.com Launch Cronos Treasury Firm

1. Equity breaks when the stock weakens

When a company’s share price falls and its mNAV drops near or below 1.0, equity financing becomes uneconomical. Semler Scientific (SMLR) faced this in mid-2025, as weak stock performance made new issuance impossible and a shareholder vote to authorize preferred shares failed.

2. Mergers are the fallback when capital dries up

With no viable financing options left, Semler merged with Strive in September 2025. Consolidation often becomes the only path forward when market access closes.

3. Preferred shares can buy time but not certainty

After the merger Semler relied on preferred equity but its combined valuation still dropped by about 80 %, showing that preference structures help liquidity but not long-term confidence.

4. Low debt means room to diversify funding

Across all DATCos, outstanding debt stood near $12.7 billion USD, which is modest compared with roughly $200 billion USD in crypto assets, leaving space for responsible borrowing to reduce reliance on stock issuance.

See:  FinTech’s Role in Modern Treasury Management: Streamlining Operations and Capital Optimization

5. Buybacks and preferred equity are short-term levers

Companies use buybacks or issue preference shares to support valuations when mNAV weakens. ETHZilla even sold Ethereum in October 2025 to fund a buyback (a rare reversal of the usual accumulation pattern).

6. Early stock spikes fade fast

Several DATCos saw share prices surge briefly after announcing digital asset strategies, then retreat as fundamentals reasserted themselves. Some cases drew regulator scrutiny for pre-announcement trading. Companies should not base treasury policy on short-lived market premiums.

7. Dividend transparency builds trust

Strategy’s perpetual preferred shares attract investors through structured yields, but questions remain when dividends are financed by new share issuance. Transparent funding disclosure maintains credibility.

Implications for Canada

At a time when Canada's policymakers are creating stablecoin rules, it can learn from these global cases by allowing fair-value accounting for digital assets, enabling multiple funding tools, and setting clear disclosure standards. Canada’s listed mining and fintech firms already play a leading role in corporate crypto adoption. Yet few non-mining public companies have introduced digital reserves.

See:  Budget 2025 Accelerates Fintech, AI, and Capital Growth

By updating accounting rules, modernizing treasury disclosure, and piloting a Digital Treasury Sandbox, regulators could enable more smaller scale companies with well-governed asset allocations to improve competitiveness and financial resilience. Digital assets are now a recognized part of global corporate finance. Bitcoin remains the anchor, while Ethereum and Solana continue to gain traction.


NCFA Jan 2018 resizeThe 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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NCFA Fintech WhispererNCFA Fintech Fridays PodcastNCFA Weekly Newsletter

 

Fintech’s Role in Canada’s Productivity Revival

Policy | Nov 11, 2025

Relative labour productivity Canada vs US Source CSLS 2025

Image: Relative labour productivity Canada vs US (Source: CSLS 2025)

Canada’s Productivity Problem is Structural, Not Cyclical and Fintechs Can Help Align Policy and Firm Level Investment to Rebuild Growth

The Centre for the Study of Living Standards released a November 2025 report titled, "Can a Lack of Pro-Productivity Policies Explain the Secular Decline in Canada’s Productivity Growth?", outlining why Canada’s productivity growth has stalled even as macroeconomic policy remains stable. The study finds that steps in the 2025 federal budget while positive, will not by themselves reverse the long slowdown. The authors argue that deeper structural change is needed to rebuild the foundations of business investment and innovation in Canada.

What the Research Found

The report traces much of the post 2015 slowdown to long term structural and global factors that are as a result of how past policy choices influenced business behaviour. Verified causes that reduced the total investment per worker and limited productivity even as macro conditions stayed the same include:

See:  Canada’s Productivity Depends on Intangible Tech Adoption

  • Sharp fall in energy sector capital spending after the 2014 oil price collapse
  • Persistent weakness in private sector investment outside resources
  • Slower technology adoption among smaller firms
  • Rising weight of service industries that rely less on physical capital

Evidence from major institutions supports this view. The analysis in the OECD 2025 Economic Survey of Canada and the IMF 2024 Article IV consultation finds that Canada’s productivity gap reflects long standing frameworks that influence how firms invest and compete. These findings show that the challenge is structural, a long term misalignment between national policy intent and firm level behaviour.

What Budget 2025 Adds to the Plan

The recently announced Budget 2025 aims to address parts of Canada's productivity, innovation and competition gaps. It includes improvements to the Scientific Research and Experimental Development program by increasing the annual expenditure limit for the enhanced credit to $6 million, restoring eligibility for capital expenditures, and extending eligibility to Canadian public corporations. These measures target investment in intangible assets and innovation, the areas identified as weak.

See:  How Competition Powers Canada’s Economic Growth

The budget also commits over $1 billion in resources over five years for AI compute and quantum computing while proposing a TechStat program to track technology adoption, as described in the digital infrastructure plan.

Finally, the budget also advances open banking and stablecoin rules that can improve competition and trust.

Incentivizing Investment to Unlock Firm Level Innovation

Productivity growth depends on what happens inside firms, how they invest, adopt technology, and organize production. Canada’s frameworks have been stable but haven't created strong enough conditions for private reinvestment in digital and intangible assets.

When policy creates the right incentives and financial infrastructure removes friction, investment decisions shift. That alignment between public objectives and private behaviour is where lasting productivity growth emerges.

Canada’s weakness lies in underinvestment in intangible assets such as software, data, intellectual property, and organizational know how. Past tools have not reversed this pattern and Canada needs to reward reinvestment in intangible and digital assets. NCFA has argued for tax credits that mobilize private capital for innovation for years including in an open letter to government during the COVID 19 pandemic, urging government to collaborate with fintechs while proposing investment tax credits to crowd in private capital.

The United Kingdom’s Enterprise Investment Scheme (EIS) offers a clear example of how targeted tax relief can mobilize private capital into early-stage ventures. Since its launch in 1994, the EIS has attracted over £30 billion of private investment into more than 53,000 small and growing companies, according to HM Revenue & Customs.

See:  Regulating for Growth by Understanding Innovation

The EIS program provides individual investors with income tax relief of up to 30% on investments in qualifying startups, along with capital gains deferrals. Analysts credit it with strengthening the UK’s innovation ecosystem and building one of the world’s most active early-stage funding markets.

Closing Thought

Reducing interprovincial barriers and boosting competition are valuable but not sufficient on their own. The next step is to modernize how policy and firm level decisions connect. Fintechs can help turn policy into practice by improving access to capital, ensuring reliable and interoperable data, and scaling innovation across the economy. That's how Canada can turn structural reform into more practical and realized productivity gains.


NCFA Jan 2018 resizeThe 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

NCFA Financial Innovation MapNCFA Innovation Opportunity BriefsNCFA Fintech Insights
NCFA Fintech WhispererNCFA Fintech Fridays PodcastNCFA Weekly Newsletter

 

Global Payments to Reach $2.4 Trillion and Tokenized Future

Payments Report | Oct 30, 2025

The Future is (Anything but) Stable BCG Global Payments 2025 report

Image: The Future is (Anything but) Stable (BCG Global Payments 2025 report)

BCG’s 2025 Global Payments Report Shows Tokenization, Real-time Systems, and Digital Assets Driving a $2.4 Trillion Market

On Sept 22, 2025 the Boston Consulting Group (BCG) released the Global Payments Report 2025 titled 'The Future is (Anything but) Stable" (37 page PDF report) reported that worldwide payment revenues totalled about $1.9 trillion in 2024 and are expected to exceed $2.4 trillion by 2029.

Growth is slowing however from nearly 9% a year to around 4%, highlighting the end of a rapid growth period where payment providers earned more interest income on money moving through their systems.  The next phase will be led by innovation, not momentum.

See:  Key Findings from 2025 Advanced Payments and Fintech Survey

According to the report, the foundations of global payments are being rebuilt through real-time transactions, tokenized assets, and smarter compliance. For Canada, the domestic system is stable but slower than peers in Asia or Europe. Modernization can help ensure that Canadian fintechs and banks remain competitive as value begins to move across programmable digital networks.

Ten Stats That Define the New Reality

  1. Global payments revenue is projected to reach $2.4 trillion by 2029 (up from about $1.9 trillion in 2024).
  2. Real-time account-to-account payment volumes grew 40% globally in 2024, led by adoption in Asia and Europe.
  3. Payments fintechs generated about $176 billion in revenue in 2024, growing roughly 23% year over year.
  4. By 2027, up to 50% of acquiring revenue is expected to come from embedded finance and value-added services.
  5. Cross-border real-time payment networks now cover more than 60 countries, enabling up to 30% of new transaction-related revenue globally.
  6. Stablecoins reached about $210 billion in market capitalization in 2025, processing over $26 trillion in annual transactions.
  7. Tokenized real-world assets, including money market funds and private credit, total around $28 billion in 2025.
  8. Agentic AI now influences over 50% of e-commerce spending, driving more than $1 trillion in agent-assisted commerce annually.
  9. Automated compliance systems are helping global payment providers cut manual review and onboarding costs by up to 60%.
  10. Cost excellence and automation can raise profit margins by 30% to 40%, freeing capital for reinvestment and growth.

See:  Bank of Canada’s PSP Registry Goes Live Under RPAA

These above trends describe a payments ecosystem that is no longer growing by size but by sophistication.

In Focus:  Tokenization Is Rewriting the Rules of Finance

Between pages 9 and 13, the report explains that tokenization has moved from pilot projects to real adoption.

Stablecoins process over $26 trillion in yearly transactions and are being used for remittances, business payments, and treasury operations. The combined value of circulating stablecoins is close to $270 billion, with US dollar-linked tokens like USDT and USDC dominating.

Tokenized funds hold more than $3 billion in assets, and private credit tokenization has reached $10 billion. In addition, governments in Singapore, Hong Kong, and Europe are issuing digital bonds under clear frameworks such as MiCA.

More than 10 countries have live central bank digital currencies, and over 90% of central banks are testing or building them. Global banks including Citi, HSBC, and UBS are already piloting tokenized deposits connected to their main systems.

See:  NCFA Canada and TheBlock Partner to Build a Global Bridge for Tokenization

For Canada, tokenization could open the door to trusted digital assets that fit within the existing regulated structure. It allows for faster, safer movement of money and investment while maintaining transparency and oversight. By building policy alignment and open access, Canada can turn this technology into a tool for inclusion, without being left behind.

The Opportunity

The report points to a global race to connect innovation with regulation. Countries that create clarity around digital assets, tokenized deposits, and real-time infrastructure will attract investment and improve access to capital. For Canada, this means progressing digital finance policy and expanding participation in global payment corridors. The combination of tokenized assets, instant settlement, and data-driven compliance could give Canadian participants a stronger role in international markets.

Canada is already making strides in payments innovation. The Bank of Canada and other regulators are working to bring more providers onto national infrastructure and exploring tokenisation and stablecoins. With the federal 2025 budget scheduled for early next week on November 4, there is hope that policymakers will signal clearer guidelines or incentives for stablecoins and digital assets that could boost competitiveness and access to capital for Canadian fintechs.


NCFA Jan 2018 resizeThe 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 aa 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

NCFA Financial Innovation MapNCFA Innovation Opportunity BriefsNCFA Fintech Insights
NCFA Fintech WhispererNCFA Fintech Fridays PodcastNCFA Weekly Newsletter

 

Canada’s Fintech and AI Firms Lead Deloitte’s 2025 Fast 50

Fintech | Oct 28, 2025

Freepik starline, business growth

Image: Freepik/starline

Deloitte’s 2025 Fast 50 Highlights Fintech and AI Innovators Driving Canada’s Tech Growth

On October 23, 2025, Deloitte Canada released its annual 2025 Technology Fast 50 rankings, recognizing the country’s fastest growing innovators based on verified three-year revenue growth from companies that self-submitted their data for evaluation. The program celebrates excellence across technology, media, and telecommunications sectors, including fintech, AI, clean technology, software, and cybersecurity.

Calgary-based Neo Financial achieved the first ever three-peat by ranking first in the Enterprise Industry Leaders category three years in a row, with an outstanding 1,279% growth, providing credit cards, everyday accounts, high interest savings accounts (HISA) and mortgages to over one million Canadian clients.

See:  How Competition Powers Canada’s Economic Growth

Andrew Chau, CEO & Co-Founder, Neo Financial:

"While we didn't get into this business for the awards, this recognition serves as yet another example of the need for modern, rewarding financial experiences among Canadians. It's something legacy institutions have failed to deliver for far too long. We're focused on building financial products that actually help Canadians get ahead. In the last year alone, Neo has saved Canadians more than $110 million in fees, showing what's possible when financial products are designed to give Canadians more, not take more."

The 2025 results highlight how fintech, automation, and AI are powering Canada’s innovation economy. NCFA congratulates all of this year’s Fast 50 winners and invites readers to explore the breakdown of fintech and AI leaders featured in Deloitte’s report below. Together, these companies represent the innovative edge of Canada’s fintech and AI economy, and are at the forefront of technology, talent, and trust as they continue to drive financial innovation.

Technology Fast 50

Recognizes Canada’s fastest-growing technology firms by three-year revenue growth.

Company Rank Growth % Overview
CapIntel 2 9,255% Wealth technology helping advisors deliver better investment presentations.
Float 9 5,601% Fintech offering corporate cards and spend management tools.
Relay 12 4,257% Business banking platform providing cash visibility and team controls.
nesto 13 4,074% Digital mortgage lender offering fully online approvals and funding.
Novisto 15 2,910% ESG data and reporting software for companies and investors.
ZayZoon 22 1,487% Earned wage access provider improving employee financial wellness.
Apaylo 37 648% Payments infrastructure offering EFT, wires, and business banking rails.
Flare 38 639% Cybersecurity platform monitoring and reducing digital exposure risk.
Zensurance 41 601% Online insurance brokerage simplifying coverage for small businesses.
Forma.ai 44 573% AI-driven automation for sales compensation and performance planning.
Conquest Planning 46 542% AI financial planning platform for advisors and institutions.
BOXX Insurance 49 512% Cyber insurance provider combining coverage with digital risk tools.
OWL.CO 50 499% AI analytics for insurers to detect fraud and improve risk decisions.

Enterprise Industry Leaders

Celebrates large technology companies demonstrating strong three-year growth in revenue and scale.

Company Rank Growth % Overview
Neo Financial 1 1,279% Consumer banking platform with credit cards, savings, and mortgages.
KOHO 2 559% Everyday banking alternative with prepaid credit, savings, and credit build.
Financeit 4 355% Point-of-sale financing that helps merchants offer installment plans.
Lightspeed 6 318% Commerce platform for retailers and restaurants with embedded payments.
Hopper 9 282% Travel marketplace with fintech products that reduce price risk for users.
Propel Holdings 10 279% Public fintech that provides credit access through digital channels.
Clutch 12 266% Online auto platform with financing options at checkout.

Companies to Watch

Highlights high-growth emerging firms on track for future Fast 50 placement.

Company Rank Growth % Overview
Optable 5 761% Privacy-first data clean room that enables secure audience collaboration.
FundMore 6 708% AI mortgage platform that automates underwriting and decisioning.
Quandri 8 664% Automation software that removes repetitive work for insurance agencies.
WonderFi 9 535% Crypto company operating regulated Canadian digital asset exchanges.

And in connecting with the FundMore team, they are incredibly proud of their work and mission to help lenders fund more, faster.  Chris Grimes, CEO FundMore said (Listen: Fintech Fridays EP43: Taking the Mortgage Process From 40 Days to Minutes):

“This recognition reflects the tireless work of our entire team and our mission to help lenders fund more, faster. I couldn’t be prouder of what we’ve built, and where we’re headed."

Congratulations

NCFA congratulates all of the companies recognized in Deloitte’s 2025 Fast 50 for their outstanding growth and innovation!

The 2025 Deloitte Fast 50 results confirm that fintech and AI are no longer niche parts of Canada’s economy.  They're defining the future. Neo Financial’s three-peat historical achievement, alongside high growth companies such as CapIntel, KOHO, Float, FundMore, and WonderFi are building financial systems that are more efficient, inclusive, and globally competitive.


NCFA Jan 2018 resizeThe 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 aa 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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AI’s Hidden Costs in Replacing Junior Workers

AI | Oct 22, 2025

Freepik rawpixel.com, job hiring vacancy

Image: Freepik/rawpixel.com

Data Reveals Hidden Cost of Early Automation Savings

On October 13 2025, the Economist ran a story 'Can AI replace junior workers?' that analyzed a total of 300,000 companies and found that firms adopting AI hired 7.7% fewer junior employees over six quarters compared with non adopters. These research findings came from a Harvard SSRN study by Seyed Hosseini and Guy Lichtinger, who tracked the introduction of AI integrator roles across a subset of 10,600 of these firms. They found that while senior hiring remained flat, most declines came from reduced job postings rather than layoffs. 

In a different study by the Yale Budget Lab review, 'Evaluating the impact of AI on the labour market', found that since 2022 the overall mix of jobs hasn’t changed much yet. Their data also revealed that AI’s effects are starting to appear inside companies now but they haven't yet shown up in national reports.

Where AI Hiring Slowdowns Are Emerging

In Canada, the same early signs are visible. The Future Skills Centre found in 2025 that about half of Canadian workers hold jobs with high AI exposure, and that postings for automatable roles have fallen since 2022. (see:  Right Brain Left Brain AI Brain). Statistics Canada’s September 2025 update showed youth unemployment at 14.7%, the highest rate since 2010 excluding pandemic years.

Demand for AI capability is climbing fast though. PwC’s 2025 AI Jobs Barometer found that job postings requiring AI skills made up 1.8% of all listings in Canada in 2024, the highest level recorded. Globally, PwC reported that workers with AI skills now earn a 56% wage premium. Lightcast data confirmed that postings asking for generative AI skills grew from 55 in January 2021 to nearly 10,000 by May 2025.

Early AI Savings Are Creating Hidden Costs

In 2023, IBM announced a hiring pause for administrative positions likely to be automated, estimating that about 7,800 jobs could eventually be replaced.  Two years later by 2025, IBM’s chief executive said that hundreds of jobs had already been automated but new programming and sales roles were added to manage and improve AI systems (read: costs). These new positions required higher pay and technical skill, meaning that overall labour costs rose even as headcount stayed about the same.

PwC’s 2025 report described 4x increase in productivity but increased sending on advanced human oversight due to the specialized staff required to operate and oversee (rather than removing human involvement completely).

Mid Tier Graduates Face the First AI Hiring Crunch

The first jobs being cut are entry level analytical roles that once helped graduates learn on the job and grow into future innovators. Without those opportunities, companies risk gaps in the talent pipeline that sustains innovation and good governance.

Among those entry level roles, mid-tier graduates are being hit hardest. They aren't highly specialized enough to keep, and not low enough cost to retain. Data from Harvard and Yale show the same pattern now appearing in Canada’s banking and software sectors, where AI can handle document review and code debugging but not creative or complex work.

See:  OpenAI Launches AI Jobs Platform to Rival LinkedIn

Canada’s rate of AI adoption is still lower than in the United States, but the same pressures are starting to appear. Companies that don’t build structured training and mentoring around AI now will likely face skill shortages and higher rehiring costs later.

Takeaways

1. Automation saves first but costs later

Harvard data show a 7.7% drop in junior hiring at companies that adopt AI. IBM’s experience confirms that after automating 7,800 jobs, it had to rehire more expensive employees for oversight and compliance work.

2. Canada’s entry talent pipeline is shrinking

Youth unemployment has reached 14.7%, the highest since 2010 outside the pandemic. The first jobs being reduced are early analytical roles that once gave graduates the training and judgment to move into leadership positions.

3. Mid-tier graduates face the toughest impact

Among the junior jobs being lost, graduates from mid-tier universities are at the most risk. Their work is often routine enough to automate but not low-cost enough to retain, leaving a growing gap in Canada’s talent base.

See:  Which Fintech Processes Are Most Ready for Agentic AI

4. AI skills bring the biggest rewards

PwC found that employees with AI skills earn 56% more on average, but only 1.8% of job postings in Canada mention these skills. Fintechs that start training programs now can close that gap and strengthen their competitive edge.

Summary

AI is changing how companies build their workforce, not just how they cut costs. The data show that when junior jobs disappear, the long-term cost is a weaker talent pipeline and higher spending to rebuild skills later. Investing in AI training, early-career development, and responsible oversight will pay off later in productivity and help drive competitiveness.


NCFA Jan 2018 resizeThe 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 aa 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

NCFA Financial Innovation MapNCFA Innovation Opportunity BriefsNCFA Fintech Insights
NCFA Fintech WhispererNCFA Fintech Fridays PodcastNCFA Weekly Newsletter