Karsten Wenzlaff, Advisor
August 26th, 2025
June 2, 2026 | NCFA Insight | Artificial Intelligence And Data, Capital Markets And Market Infrastructure, Risk Compliance And Regtech

On May 26, 2026, Liquid launched Co Invest for ChatGPT and Claude, allowing users to research markets, construct portfolios, fund accounts, and execute trades from inside an AI conversation. The platform supports more than 500 markets across stocks, ETFs, commodities, crypto, FX, prediction markets, and pre IPO opportunities. Every trade still requires user confirmation before execution.
The launch is testing a new distribution model for financial services. For two decades, brokers competed to convince customers to visit websites and download apps. Liquid is testing a different idea. This is already happening in commerce. Agent driven checkout and payments are moving purchase decisions closer to AI assistants.
What happens if the customer never leaves the AI assistant?
Traditional brokerage growth follows a familiar formula. Acquire the customer. Get them into the platform. Keep them engaged. Generate more activity inside the platform.
Co Invest reverses that process. The customer already lives inside ChatGPT or Claude. Research happens there. Portfolio construction happens there. Market comparisons happen there. The trade happens there. The broker becomes the infrastructure underneath the conversation.
The launch announcement describes Co Invest as a way to move from market question to live execution inside a single workflow. If customers increasingly begin their financial decisions inside AI assistants, brokers may need to compete for agent connectivity as aggressively as they once competed for app downloads.
Much of the discussion around AI and investing focuses on autonomous trading. Liquid's current product doesn't do that. Users must still approve all trades before execution (at least for now). The assistant can research, compare, explain, size positions, and prepare orders, but it cannot freely move money or trade without permission (aka the agentic trading model).
Perhaps before markets and regulators reach fully autonomous investing, there will be a type of 'permissioned investing' that gets iterated before then. The goal isn't unrestricted authority. It's a type of controlled automation with clear limits, permissions, and accountability.
Example: A customer could authorize an agent to purchase a specific ETF under preset conditions, apply position limits, avoid leverage, stop trading after a certain loss threshold, and require additional approval for larger transactions.
This approach may appeal to regulators, brokers, and investors because it preserves accountability while reducing friction.
The benefits are easy to understand. AI agents can monitor markets continuously, enforce risk rules consistently, compare opportunities quickly, and reduce emotional decision making.
The risks are less obvious. If millions of investors eventually rely on similar models, data sources, prompts, and optimization goals, market behaviour could become more concentrated. Markets already experience crowding through index investing, quantitative strategies, and algorithmic trading. Agentic investing could introduce a new version of the same challenge if many systems begin reaching similar conclusions at the same time.
The concern is that a large number of investors could end up acting through similar decision frameworks without fully realizing it. A model that works well for one investor may create new market risks when millions of investors use similar prompts, data sources, and optimization rules. The result could be more crowded trades, sharper reversals, and less diversity in market decision making.
If AI assistants become the place where investors start financial decisions, brokers lose some control over the customer interface and relationship.
Distribution changes and brokers may need to prove itself to the AI systems that sit between customers and financial products.
That creates a different kind of competition. Brokers may be forced to compete on permission controls, API reliability, execution quality, and audit records as much as interface design.
The broker with the most reliable AI integrations may win more order flow than the broker with the best looking app.
Canada's discussions around consumer driven banking, digital identity, AI governance, retail payment oversight, and securities regulation all intersect here. If AI assistants become a gateway to investing, accountability becomes more important than automation.
Who approved the instruction? What permissions were granted? What limits were applied? What records were created? Who supervised the activity? Those questions are more important than whether the interaction started in a brokerage app or a chatbot.
Current securities rules already apply to firms using AI, and AI is creating new audit and authorization questions for financial firms. The harder challenge is determining how responsibility should be shared when AI systems increasingly participate in financial decisions and transaction workflows.
Liquid's launch doesn't answer those questions, but it provides an early look at where the industry may be heading.
If AI assistants become the primary place where investors research markets, compare opportunities, and initiate transactions, will brokers compete for customers or compete for connectivity to the agents representing those customers?
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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June 2, 2026 | NCFA Resource | Artificial Intelligence And Data

On June 2, 2026, the Bank of Canada published Canadian firm AI adoption survey data from its December 2025 Business Leaders’ Pulse. The research gives fintechs, investors, financial institutions, regulators, and policy teams a useful benchmark for assessing where Canadian businesses stand on AI use, deployment, capital spending, and employment expectations.
The resource draws on 314 firm responses. It separates personal AI use by business leaders from operational AI use inside firms. Many Canadian leaders already use AI at work, but fewer firms use AI in production, service delivery, or core business workflows.
The research helps readers compare AI awareness with real deployment:
The Bank of Canada also shows where AI use starts. Text generation ranks as the most common current application. Visual content creation and machine learning based data processing follow. Over the next three years, firms expect more use of data processing applications, which may matter more for financial services than basic content generation.
For fintechs and financial institutions, AI awareness no longer creates differentiation on its own. The harder work involves choosing real workflows, testing productivity gains, managing risk, training staff, improving data quality, and deciding where AI deserves capital spending.
Fintech founders can use the paper to test whether customer demand has reached live deployment or is still stuck in pilot mode. That helps product teams avoid building around hype alone.
Investors can use the data to assess where demand may grow for AI governance tools, workflow automation, data infrastructure, compliance technology, customer service systems, and implementation support.
Financial institutions can compare their own AI programs against broader Canadian firm expectations. The paper gives banks, credit unions, insurers, and wealth firms a clearer view of how business leaders think about investment and employment effects over the next year and the next three years.
Regulators and policymakers can use the paper to understand practical adoption barriers. Firms that do not use AI most often cite lack of usefulness for their operations. Other barriers include skills, software compatibility, ethics, cost, regulatory obstacles, and data quality.
The strength of this resource is its Canadian evidence base. It also separates personal AI use from business deployment, which makes the adoption picture more useful.
The paper also connects AI adoption with capital spending and employment expectations. Firms expect AI to have a more positive effect on capital expenditures over three years than over the next 12 months. Employment expectations look more cautious. Over three years, 18% of firms expect to hire fewer staff because of AI, while 9% expect to hire more.
The limit is survey design. The Business Leaders’ Pulse helps assess aggregate economic conditions relevant to Canadian GDP. It doesn't produce population representative estimates of firm behaviour. Readers should treat the results as useful directional evidence, not a full census of Canadian AI adoption.
Bank of Canada AI adoption survey (primary staff analytical paper on firm AI adoption, capital spending, and employment expectations)
Bank of Canada central banking AI resource (resource on AI adoption inside central banking and controlled deployment)
Canada AI productivity analysis (analysis on AI adoption, productivity, capital, and execution)
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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June 1, 2026 | NCFA Fintech Market Activity | Risk Compliance And Regtech, Artificial Intelligence And Data

On May 27, 2026, Fredericton based cybersecurity scaleup Lastwall raised $16 million in a round led by BDC Capital’s StrongNorth Fund, See Isabelle Hudon, President and CEO BDC's LinkedIn announcement. The round also included the New Brunswick Innovation Foundation, Frostbite Capital, Blue Bear Capital, BlueWing Ventures, and 18West.
It's a Canadian cybersecurity story, not a military procurement story. Lastwall works in defence, government, and critical infrastructure environments, but the announcement is about growth capital for identity first security, zero trust access, and quantum resilient protection. For NBIF, it's the largest single investment in its history through the round.
Karl Holmqvist, Founder and CEO, Lastwall:
“We proved our model in the world’s most demanding federal market. We earned FedRAMP Moderate Authorization, secured U.S. government systems, and built a platform for the realities of modern cyber warfare. Now, we’re bringing those trusted capabilities home to help strengthen Canada’s cyber resilience at a defining moment for national security.”
Lastwall secures access across cloud, hybrid, disconnected, and low bandwidth environments. It's important for energy, telecom, transportation, defence, government, and public sector systems where a failed login layer can become an operational risk.
The product focus is identity, authentication, credential protection, privileged access, and zero trust controls. Lastwall also says quantum resilient protection is built into the platform, which is key for systems that need to stay secure beyond the current threat cycle.
For fintechs and financial institutions, digital identity and access control are now resilience infrastructure. Fraud, account takeover, insider risk, cloud access, vendor access, and critical system protection all depend on knowing who is connecting, from where, and under what conditions.
Peter Dawe, BDC’s Vice President of Defence Strategy and a recently retired Major General, joined Lastwall’s board as part of the financing. That gives the company closer defence and sovereign capability expertise as Canada looks for more domestic cyber capacity.
Canada’s cyber resilience gap isn't only about monitoring threats. It's also about securing access to the systems that run public services, financial infrastructure, energy, communications, and national security. Canada’s new cyber law and PSP oversight are already raising the bar for security, resilience, and vendor accountability. Lastwall’s funding shows Canadian capital is starting to treat identity security as a sovereign capability, not just another software category.
Can Canadian cybersecurity firms turn U.S. federal proof into domestic critical infrastructure adoption before cyber resilience becomes a procurement emergency?
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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June 1, 2026 | NCFA Market Activity | Artificial Intelligence And Data, Risk Compliance And Regtech, Lending Consumer Credit And BNPL, Open Banking Open Finance And Data Sharing

On May 28, 2026, Saris announced a $28.8M USD Series A to scale its agentic workflow platform for banks and credit unions. 8VC led the round, with participation from Audacious Ventures, Homebrew, Btech Consortium, and Service Ventures. Saris builds AI agents for lending, compliance, and operations, where financial institutions still spend staff time on document review, data validation, exception handling, and repetitive back office work.
Saris is a Canadian and US based AI fintech, not a Canada only vendor. The company’s hiring page describes a Canada and US hiring footprint, with hybrid workspace options in Montréal, Toronto, and San Francisco. This affects the business model. Saris can draw from Canadian AI and fintech talent while selling into the larger US banking market, where 8VC and enterprise partners can help open doors.
The Canadian link also sits in the founder story. Danial Jameel, Alice Dinu, and James Dang previously built Oohlala Mobile, later Ready Education, which Y Combinator lists in its Summer 2016 batch with a Montréal location. That history gives Saris a stronger base than a typical first time AI startup. Selling workflow software into regulated institutions takes trust, implementation discipline, and patience.
Saris now has more capital to compete in the US banking market, deepen integrations with Fiserv, Encompass, and MeridianLink, and grow the team that trains and deploys its AI agents. The strategic question for Canada is how much of that growth, talent, and customer expansion stays connected to the domestic fintech ecosystem.
Saris trains agents on each institution’s workflows and systems, then applies them to repeatable tasks across lending and operations under human supervision. Based on company reported figures, Saris’ agentic workflows automate up to 70% of consumer, mortgage, and commercial lending tasks and reduce costs by up to 35%. The platform also more than doubles output without adding headcount.
MeridianLink’s partner page says Saris works directly inside MeridianLink to automate document review, field validation, discrepancy remediation, post closing QA, and fraud alert resolution across consumer lending, DL4, and quality control workflows. MeridianLink also reports 99.8% field accuracy, 10x faster file review, and 3x underwriter and loan officer capacity, with one customer clearing a 600 loan backlog in four days.
So how does Saris stack up to competitors. Its target market extends beyond Canadian financial institutions, and its product fits banks and credit unions that already use systems such as Fiserv, Encompass, and MeridianLink.
US founded nCino brings global platform scale. More than 2,700 customers globally use nCino’s platform, including enterprise banks, regional banks, community banks, credit unions, challenger banks, building societies, and independent mortgage banks. That scale gives nCino a distribution advantage with institutions that want a broad cloud banking platform across lending, account opening, portfolio workflows, and customer engagement.
Saris does not need to replace the full operating platform. Its opening is file review, document checks, exception handling, and throughput inside systems institutions already use. That gives Saris a more focused sale where banks and credit unions already run core platforms or loan origination systems but still rely on staff to clear repetitive work.
Canadian based thirdstream is more domestic and onboarding focused. More than 50 financial institutions use thirdstream’s onboarding platform, including banks, credit unions, brokerages, and trust companies. Its strength is in Canadian account origination, identity verification, automated decisioning, real time account funding, and document management.
Toronto based Boss Insights sits closer to lending data infrastructure. Its platform gives financial institutions business lending data infrastructure across accounting, sales, banking, payroll, tax, analytics, monitoring, and customer portal capabilities. Boss Insights lists 1 API and 1,000 plus integrations, which places it closer to open finance, borrower data, and commercial lending intelligence than Saris’ document and workflow automation layer.
Saris looks strongest where banks and credit unions want targeted AI automation without a full platform replacement. Saris can draw from Canadian talent and a Montréal founder history while selling into larger US banking budgets. The question is whether customer relationships, implementation teams, and product leadership stay connected to Canada as the company grows.
Danial Jameel, cofounder and CEO of Saris:
“Our vision is a future where humans and AI work side by side in financial services.”
Saris’ raise shows financial AI moving into the parts of banking where cost, controls, and customer turnaround times get measured. AI can lower operating costs, but financial firms still need evidence that models remain fair, secure, monitored, and accountable. That operating pressure also runs through AI compliance and governance costs.
Should Canadian AI funding and fintech policy focus more on regulated proof points inside banks, credit unions, payments, lending, compliance, and capital markets rather than broad AI adoption metrics?
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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