Karsten Wenzlaff, Advisor
August 26th, 2025
AI | Jan 14, 2025

Image: Freepik/DC Studio
Job automation has been going on for decades but Mark Zuckerberg just doubled down on an episode of Joe Rogan's Experience podcast when he announced plans to automate mid-level engineering roles at Meta some time in 2025. Of course if Meta is doing this then so will all the other companies working on AI will too. That is, AI systems will autonomously soon write code that could become operational, they would effectively update and maintain it too.
🚨 Mark Zuckerberg on the Joe Rogan podcast
in 2025, AI systems at Meta and other companies will be capable of writing code like mid-level engineers.
at first, it's costly, but the systems will become more efficient as time passes.
eventually, AI engineers will build most of… pic.twitter.com/iJtJqgXm19
— Haider. (@slow_developer) January 10, 2025
The dominoes are starting to fall, raising near term practical questions about the future of work and its impact on human employees. Some countries like the UK and Canada with declining growth and aging populations are looking to AI to increase productivity. Companies are starting to launch their own AI agents like Salesforce's Agentforce to innovate and boost growth/productivity while reducing operational costs. Or Moody's who have integrated AI as 'digital colleagues' through a multi-agent system whose AI agents automate processes such as financial risk analysis, PESTLE assessments, and credit evaluations saving them a ton of time while freeing up human decision-makers to focus on strategic initiatives.
AI's ability to replace or completely transform traditional jobs goes far beyond coding. In the financial sector, many roles rely on repetitive, data-driven tasks which are of course at high risk.
We asked AI to help predict and rank the financial jobs that it thinks AI will replace, when it will replace it and it's impact on an 'evolved human role' in the broader task. The results are in the table below.
| # | Financial Job | Tasks Performed | AI Replacing 25% by | AI Replacing 50% by | Max AI Adoption by (% & Year) | Evolved Human Role |
|---|---|---|---|---|---|---|
| 1 | Customer Service Reps | Resolving client inquiries and account management | 2024 | 2028 | 80% by 2035 | Managing complex queries, providing empathy and judgment |
| 2 | Bank Tellers & Clerks | Handling deposits, withdrawals, and customer service | 2025 | 2030 | 75% by 2035 | Focusing on personalized customer relationships |
| 3 | Insurance Underwriters | Risk assessment and premium calculation | 2025 | 2030 | 90% by 2035 | Overseeing edge cases and refining AI decision models |
| 4 | Loan Officers | Evaluating creditworthiness and loan approvals | 2026 | 2030 | 85% by 2035 | Managing exceptions and building client trust |
| 5 | Trading Desk Operators | Executing trades and monitoring markets | 2025 | 2029 | 95% by 2035 | Strategic decision-making and managing high-stakes trades |
| 6 | Accountants & Auditors | Preparing financial reports and auditing | 2026 | 2031 | 85% by 2035 | Conducting complex audits and interpreting nuanced results |
| 7 | Fraud Analysts | Fraud detection and transaction monitoring | 2026 | 2031 | 90% by 2035 | Investigating sophisticated fraud patterns |
| 8 | Compliance Officers | Ensuring regulatory compliance | 2027 | 2032 | 80% by 2035 | Interpreting regulatory changes and handling unique cases |
| 9 | Financial Analysts | Data analysis, forecasting, and reporting | 2027 | 2032 | 85% by 2035 | Providing strategic insights and interpreting AI findings |
| 10 | Financial Advisors | Portfolio management and investment advice | 2028 | 2033 | 70% by 2035 | Building personal client relationships and complex planning |
As artificial intelligence because more and more integrated into core business operations, fintech companies need to rethink strategies and prepare for a blends AI with human capabilities. Success will depend on setting clear objectives, embedding ethical practices, and fostering collaboration to create what can be called a 'bionic fintech' era, an integrated partnership with human creativity and AI's precision and speed.
Fintechs must evaluate their business models and identify the processes and services that will benefit the most from AI integration. For example, payment processors can use AI to improve fraud detection and optimize transaction speeds while wealth tech platforms could use AI to deliver personalized financial advice and enhance customer service.
By clearly defining these priorities, companies can ensure their AI investments are aligned with meaningful goals and provide measurable value over time.
Implementing AI doesn't have to be a huge gamble. Start by launching a strategic yet small pilot project in a high priority area such as compliance automation or risk assessment where potential solutions can be tested and refined before wider deployment. Platforms such as AWS AI/ML Solutions or Google Cloud AI can provide the tools needed to experiment. Then expand AI capabilities as new processes prove successful, reducing the risk of large-scale failures.
A trustworthy AI system can only be built on an ethical foundation. Companies must prioritize transparency, accountability, and compliance with regulations to build AI systems that are trusted with confidence. Frameworks like the UK's Data Ethics Framework can serve as a guide to help fintechs avoid bias/risks and develop AI systems that are both effective and socially responsible.
Make sure people understand that while AI is great at handling repetitive, data heavy tasks, humans are necessary for creativity, empathy, and ethical oversight. As AI eventually takes over routine tasks, humans can manage these systems, tweak strategies, and work on complicated challenges that machines can't resolve. Human ingenuity is sill at the top of the food chain (for now anyways)!
Companies must provide the necessary up-skilling and training programs on AI, data literacy, and problem-solving to teach employees how to effectively work with AI systems and generate high value outputs. Given the right tools and training, employees should be able to trouble shoot exceptions and better understand nuanced findings. Creating an environment that encourages learning and adaptability ensures employees remain relevant and capable in this changing landscape.
AI needs to become part of the new culture, so it needs to be welcomed and be part of the team. Fintechs should define clear roles for AI systems and have them complement human roles. Recognizing AI and celebrating milestones can actually help employees see AI more as a partner than a threat, which builds up trust and collaboration instead of animosity.
Companies should create an environment that encourages learning and adaptability. Innovation thrives on partnerships. By working with AI startups, academic institutions, and industry groups, fintechs can tap into new technologies and ideas. These collaborations can create a culture of experimentation, helping organizations to embrace innovative solutions that keep them ahead of their competition.
Do not just let AI systems operate on autopilot. Establish real-time tracking metrics, such as cost savings, efficiency improvements, and customer satisfaction to monitor for high quality outputs, ethics, and adapt to changing needs. Conduct regular audits including by third parties to keep AI aligned with your priorities and business goals to ensure longer term effectiveness.
Meta just announced plans to cut about 5% of its workforce targeting under performing employees, as part of a continual effort to improve efficiency in the age of AI.Both companies and employees should prepare for major changes that AI will bring. Meta's setting the stage to replace mid-level engineers by 2025, will you be ready?
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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Funding | Jan 14, 2025

Image courtesy of AI
Yesterday, Toronto fintech, Float Financial announced that they signed a CAD $70 million Series B funding round led by Goldman Sachs’ Growth Equity at Goldman Sachs Alternatives. Other participating investors in this Series B include OMERS Ventures, FJ Labs, Teralys, and Garage Capital. Use of proceeds from this Series B will be allocated to drive product innovation, attract top talent, and expand to markets across Canada.
Clare Greenan, Investor with Growth Equity at Goldman Sachs Alternatives:
“Float’s impressive growth so early on is a testament to its Canadian focus, customer-centric platform and deeply committed team,”
Float financial raised USD $30 million Series A (approx CAD $43M using historical forex rates) in November 21, followed by another CAD $50 million credit facility announced in February 2024. Combined with this latest CAD $70 million Series B brings total funding of approx CAD $163 million to date.
According to the release, since its November 2021 Series A, Float has grown like gang busters:
Float also has 4,000 Canadian businesses using their financial tools to simply financial operations including companies such as Jane Software, LumiQ, and Knix (remember Knix was a crowdfunding success way back in the day).
In 2024, Float expanded its offerings to include:
Tools for automating accounts payable and expense management
Rob Khazzam, Float Financial CEO:
“Our financial system needs to match the speed and ambition of Canadian businesses if we want to thrive locally and compete globally. Float’s mission is simple: cut through the red tape and give businesses the financial tools they need to move faster. To access more opportunities. And to do it all easily, with the click of a button,”
With support from major investors like Goldman Sachs and impressive growth metrics and vision, Float Financial's latest CAD $70 million Series B reflects the increasing demand for modern financial tools that are tailored for business and niche needs in a rapidly evolving fintech market.
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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Salary Report | Jan 13, 2025

Image: European Median Salaries By Stage 2023 vs 2024 (Creandum Compensation report 3.0)
Have you ever had the task of determining how much to pay yourself? Well it's a key question that Startup founders face around the globe who must balance the company's growth (and runway) with a founder's personal compensation needs and sustainability. Creamdum recently published their third annual Founder Compensation 2024 report based on responses from nearly 700 founders at various development stages from bootstrap to Series B.
The report finds that 2024 startups have given themselves a pay increase due to being in a more stable position, post covid pandemic. Some sectors like climate tech and healthtech are thriving but regional differences, gender pay and equity dilution are still key topics. This article breaks down some of the data to serve as practical benchmarks for founders and boards to make informed decisions around compensation.
For many early stage company founders their salaries are closely tied to funding milestones.
Performance bonuses help founders stretch their rewards without overextending base salaries.
Founder pay across Europe varies significantly.
For the past two years, Fintech founders were the highest earners however now in 2024, Climate Tech and Health Tech founders have taken the lead at later stages with large funding increases.
Climate Tech raised €7.7 billion in equity funding as of H1 2024 while Health Tech raised $2 billion in Q3 2024 alone. Both of these sectors require major upfront investments which translate to higher founder pay as these companies mature.
| Stage | U.S. (USD) | Canada (USD) | Europe (USD) |
|---|---|---|---|
| Bootstrap | N/A | $29,600 | $31,579 |
| Pre-Seed | $50,000 | $44,400 | $52,632 |
| Seed | $133,000 | $59,200 | $89,474 |
| Series A | $183,000 | $81,400 | $126,316 |
| Series B | $218,000 | $111,000 | $167,368 |

Image from Creandum Compensation 3.0 report
1. One of the biggest drivers of dilution is the number of co-founders in a company, regardless of stage.
2. Founders of bootstrapped companies keep a larger share with a median of 44% equity.
3. Equity dilutes with each funding round.
Founders have been through a lot with covid, geopolitical risks, and economic stability. The 2024 Creandum compensation 3.0 report clearly shows key compensation trends including rising startup founder salaries, return of bonus incentives, and regional/sector trends.
Higher startup CEO salaries are driven by ecosystem strength. Canadian founders should learn from the U.S. and other regions by addressing funding gaps and advocating for stronger policies that strengthen the local ecosytem, attract investment, attract/retain top talent, and make Canadian companies more competitive on the global stage. Want to learn more? Checkout Creandum’s Compensation Calculator as a valuable resource to help align pay with funding stage and industry trends.
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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NCFA Advisor Book | Jan 9, 2025
The Law for Founders by John Wires 💡 Essential Read for Every Canadian EntrepreneurThe National Crowdfunding & Fintech Association (NCFA) is thrilled to shine a spotlight on one of our founding members and esteemed advisors, John Wires (JW), as he launches a must read book for every Canadian entrepreneur, "The Law for Founders" or as we like to call it Founder Law. It's a toolkit to empower founders, entrepreneurs, and innovators to 'stick handle' the legal and strategic challenges involved with building a successful business.

Author, John Wires
John Wires is a champion of innovation and seasoned Canadian corporate lawyer since 2013 (the year we met). JWs friendly, fair, and direct approach combined with a deep understanding of both the legal and entrepreneurial landscapes made him a cornerstone of the NCFA community in the early days. At that time, we learned that JW played in the Ontario Hockey League (OHL), a very high level of hockey. It taught him how to battle and compete to win. A trait that many high level athletes transfer into successful business careers and ventures. Since then, he's dedicated his career to helping entrepreneurs reduce legal risks, close successful deals, and build thriving companies in a multitude of high growth tech, e-commerce, and digital media sectors. Now, with Founder Law, he's sharing his expertise in an accessible and actionable format that promises to inspire and guide founders at ever stage of their journey.
Entrepreneurs face countless challenges when launching and running their businesses. Unfortunately, many founders avoid key legal concerns until it’s too late, leading to costly mistakes. The Law for Founders is packed with practical legal advice tailored to the unique challenges of building and scaling a business in Canada, and is designed to equip founders with the tools they need to succeed.
The Law for Founders dives deep into the critical topics that every founder must master, blending legal expertise with relatable stories and case studies:
With nine chapters and 237 pages of insights, this book is a comprehensive resource for navigating the legal landscape of Canadian entrepreneurship.
As a member of the NCFA's community, JW is offering a 25% discount on any digital version (PDF or EPUB) of the book. Simply use the code “NCFA” at checkout when you purchase:
If you’re serious about building a successful business, The Law for Founders is a resource you can’t afford to miss. Grab your copy today, protect your vision, and take control of your entrepreneurial journey.
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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Investment Crowdfunding | Jan 4, 2025

Image: Investment Crowdfunding Ecosystem Report 2024, Crowdfund Capital Advsiors
Thanks to NCFA Advisor and Principal at Crowdfund Capital Advisors, Sherwood 'Woodie' Neiss for putting together and publishing the 2024 Investment Crowdfunding Ecosystem Report which is available for download at no charge. It's a mammoth task to track and analyze so much transactional data, year after year, so hats off and much credit where it's due.
This article draws on the data and insights from the report to keep you informed of the latest equity crowdfunding trends. In a high interest rate environment where traditional venture capital slowed, investment crowdfunding continued to forge new capital volumes while creating jobs and reinvesting billions (yes, that's billions) back into local economies in the U.S. the focus of the report.
Sherwood Neiss, Principal of Crowdfund Capital Advisors:
"Crowdfunding isn’t just about raising money—it’s about fostering ecosystems of innovation, jobs, and intergenerational wealth."
Equity Crowdfunding campaigns raised a total of $547 million in 2024, thanks to parallel offerings, which combine retail and accredited investor funding. Without parallel offerings, standalone Regulation Crowdfunding (RegCF) from retail investors only raised $375 million (down from it's peak of $554 million in 2021), continuing a 3 year slide. In our mind, equity crowdfunding always combined retail + accredited investors but parallel offerings makes strategic sense as they can tap into different networks with the appropriate exemptions.
One statistic that jumps out is the impact that RegCF has had on job creation. In 2024, investment crowdfunding supported companies created 110,976 jobs which is a whopping 1625% increase from the 6,432 jobs that were generated from crowdfunding in 2016.
The average crowdfunded company employs approx 10 people, which is also double the workforce size from earlier years. These businesses are small to medium sized enterprises (SMEs) that are often community-focused and reinvest in their growth locally creating a positive ripple effect in the economy.
Investors are becoming more and more confident in crowdfunded businesses, as there are more and more success stories and a broader range of companies that are raising investment crowdfunding capital.
Pre-revenue startups that were crowdfunded, achieved an individual median valuation of $10 million, which has doubled from $5 million in 2016. Post-revenue companies achieved an individual median valuation of $20 million, demonstrating that scaling companies with proven revenue models attract greater interest in investment crowdfunding markets. These trends reflect the maturity of crowdfunding markets and the ability to facilitate capital for companies of all stages of development. See: Revolut’s Crowdfunding Success from Start-up to $45 Billion
Crowdfunded businesses reinvested $26 billion back into the economy in 2024, according to the report. That's an astonishing figure but not entirely surprising given that many are local, community-based SMEs who understand organic growth and the need to reinvest in their communities and local economies.
This reinvestment figure works out to a 10x economic multiplier. By way of comparison, we've been in many meetings where either government or philanthropic entities are seeking ROIs of up to 3x for their capital commitments. 10x ripple can make waves.
The combination of parallel offering by raising capital via RegCF AND Rule 506(c) exemptions is a growing trends that allows companies to attract capital from both retail and accredited investors. It also streamlines their campaigns and messaging, and demonstrates how crowdfunding markets are evolving to meet the needs of all types of investors.
As original visioned, investment crowdfunding isn't just about 'equity offerings'. In fact in 2024, 32% of campaigns were structured as debt or revenue sharing agreements. Model flexibility offers a variety of businesses more ways to crowdfund while catering to varying investor preferences, and ensures there are options for a wide range of industries and companies of various sizes/types.
Equity Crowdfunding continues to break down geographic barriers. In 2024, over 53% of capital was invested outside traditional tech hubs like California, New York, and Massachusetts.
As access to capital is democratized, innovators and entrepreneurs in smaller cities and even rural areas are becoming empowered to brings their ideas to life, levelling the playing field while promoting innovation across the country.
Crowdfunding capital is more resilient than traditional VC/PE capital, as it is stickier and their own capital invested for the right reasons which is often beyond pure profit and aligned to support innovation, a community venture or aligned value/purpose. With enough years behind its belt, investment crowdfunding capital is finally showing it's strength as a reliable alternative to traditional channels. And with a 10x multiplier ripple effect on local economies and job creation, it's long term value is evident in community development and economic growth.
Investment Crowdfunding is not just about raising money but about connecting everyday investors with innovative businesses and creating ecosystems of growth. In 2024, crowdfunding proved its ability to democratize finance, empower entrepreneurs, and drive measurable economic impacts. For entrepreneurs, policymakers, and investors, the message is clear:
"Crowdfunding is a vital tool for raising capital and driving innovation and economic growth in today's inclusive economy."
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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Dec 24, 2024

Image: Freepik TravelScape
Toronto, known for its diverse culture and bustling economy, is a fantastic city for launching an Airbnb venture. As Canada's largest metropolitan area, it attracts countless visitors annually, making the short-term rental market an appealing opportunity for property owners and investors. Whether you already own property or are looking to buy, understanding the unique dynamics of this business is crucial. For those seeking to streamline their operations and boost income, MasterHost in Toronto provides comprehensive Airbnb management services designed to enhance profitability and simplify hosting.
Before diving into the world of Airbnb hosting, it's essential to grasp the current trends and opportunities in Toronto's short-term rental landscape.
Toronto is a hub for travelers, from tourists drawn to iconic attractions like the CN Tower to business professionals attending conferences and meetings. This continuous flow of visitors makes vacation rentals a sought-after option, offering flexibility and a personal touch that hotels often lack.
Some of Toronto's most profitable areas for Airbnb properties include:
Strategically located properties can command premium nightly rates, especially during peak tourist seasons or major events like the Toronto International Film Festival. This consistent demand creates an opportunity for significant financial returns for Airbnb hosts.
Operating an Airbnb in Toronto comes with specific legal responsibilities. Complying with these regulations is critical to running a successful and hassle-free business.
Toronto requires all short-term rental hosts to register their properties with the city. This registration ensures that the property meets the required safety and zoning compliance standards.
Hosts must collect the 4% Municipal Accommodation Tax (MAT) from their guests. Additionally, all earnings from short-term rentals must be reported for federal and provincial tax purposes.
Zoning restrictions can impact where short-term rentals are permitted. Hosts should verify that their property is in an approved area for such activities.
Traditional homeowner's insurance policies may not cover short-term rental activities. Specialized rental insurance is recommended to protect against liability and property damage risks.
The property you select and how you prepare it will directly impact guest satisfaction and your earnings.
If you're planning to purchase a property specifically for Airbnb, consider these factors:
Transforming your property into a welcoming Airbnb requires thoughtful preparation:
Schedule regular maintenance to ensure your property is in excellent condition. A spotless environment is essential for positive guest reviews; professional cleaning services can help maintain high standards.
Effective marketing is key to standing out in Toronto's competitive short-term rental market.
Your Airbnb listing should grab attention and convert views into bookings:
Expand your reach by promoting your Airbnb on social media. Utilize vacation rental platforms in addition to Airbnb to attract a wider audience.
Satisfied guests leave glowing reviews, which are critical for attracting future bookings. Ensure smooth communication, provide clear check-in instructions, and include thoughtful extras like welcome packages or local travel tips.
Partnering with a professional service like MasterHost in Toronto can save time and enhance profitability. From managing guest communication to optimizing listings, their expertise ensures a seamless hosting experience.
Toronto's Airbnb market presents an exciting opportunity for property owners and investors to capitalize on the city's popularity. By understanding the market, complying with local regulations, and thoughtfully preparing your property, you can create a successful and profitable Airbnb business.
Whether you're a seasoned host or just starting, professional support from MasterHost in Toronto can help you navigate challenges, streamline operations, and maximize your income. Your Airbnb venture in Toronto can thrive in this competitive market with the right strategies and dedication.
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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