Karsten Wenzlaff, Advisor
August 26th, 2025
May 21, 2026 | NCFA Fintech Market Activity | Artificial Intelligence And Data, Risk Compliance And Regtech, Banking And Credit Infrastructure

On May 20, 2026, National Bank of Canada partnered with Sardine to strengthen digital banking security and improve fraud operations. National Bank selected Sardine after a live evaluation where the platform improved fraud detection and reduced false positives.
The bank will deploy Sardine’s device intelligence and real time risk scoring across retail, commercial, and wealth solutions. Fraud controls are no longer only a back office defense. They now also affect onboarding, payment approvals, customer friction, and trust across the full digital banking relationship. National Bank serves approximately 2.7 million clients globally and reported $606 billion in assets as at January 31, 2026.
National Bank is also leading a $25 million Series C extension in Sardine, bringing Sardine’s total funding to $170 million. That makes this a commercial partnership with one of Canada’s six systemically important banks.
Soups Ranjan, CEO and co-founder of Sardine:
“Sardine was built for banks that need to stop fraud without slowing down their loyal customers,”
Banks need to stop attacks without blocking good customers. False positives creates unwanted friction, cost, abandoned journeys, and damages trust. Sardine’s platform combines device intelligence, real time risk scoring, fraud controls, and financial crime automation.
It also uses a fraud consortium, a shared risk network built from activity across many customers and channels. That network spans more than 6 billion profiled devices, 800 million consumers, and 3 million businesses worldwide. For banks, outside risk data can help spot suspicious behaviour faster than internal data alone.
Fraud infrastructure is evolving from rule based screening toward live risk decisions across the customer journey. The optimum systems will reduce losses without punishing legitimate customers.
Sardine describes itself as an agentic risk platform for fighting financial crime. That means software that helps risk teams detect fraud, score behaviour, and automate parts of fraud and AML operations. National Bank’s release also references agentic AI in the risk and compliance sector.
The need for AI in banking is now well beyond customer service chatbots and internal productivity tools. Some of the strongest use cases are within risk operations, where firms need speed, evidence, and better decisions under pressure.
Joshuah Lebacq, Partner, NAventures, National Bank of Canada's corporate venture capital arm:
“After closely following Sardine’s growth and hearing strong feedback from existing customers, we decided to conduct an extensive evaluation of their platform. The results gave us confidence to make Sardine a strong addition to our financial crime prevention operations and expand our commercial relationship.
We’re excited about the potential of agentic AI, especially in the risk and compliance sphere, and Sardine’s financial crime agents are setting the standard for the category,”
The release didn't disclosure any loss reduction or false positive reduction rates from their evaluation, so keep your eyes out for those metrics in the future.
As AI driven fraud systems enter deeper into banking, will the best institutions win by blocking more bad actors, or by approving more good customers with less friction?
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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May 15, 2026 | NCFA Fintech Market Activity | Artificial Intelligence And Data, SME Finance And Business Banking, Capital Markets And Funding

On May 14, 2026, Synthetic raised USD $10 million in seed funding led by Khosla Ventures to build autonomous AI bookkeeping for software startups. Basis Set Ventures also participated. Operator investors include Shopify CEO Tobi Lütke, Opendoor CEO Kaz Nejatian, Bridge co founder Zach Abrams, Accrual CEO Cosmin Nicolaescu, and Figure CEO Michael Tannenbaum.
Synthetic is aiming to deliver accrual basis books without human bookkeepers or accountants. The system connects to a customer’s banks, payroll, billing systems, and inboxes, then asks clarifying questions when it needs more information. The output promised is a clean set of books that a tax preparer can use.
Synthetic says pricing will start at USD $49 per month, about a quarter of the cost of a human staffed service. The company is starting with software, SaaS, and AI businesses because their accounting workflows are narrower and easier to model than the full small business market. Autonomous bookkeeping will only work if the system understands the business and sector well enough to avoid a range of potential errors, both simple and complex.
Ian Crosby, Founder and CEO, Synthetic:
“I'm not sure if it's yet technologically possible to make this work,”
That quote is perhaps one of the most interesting parts of the announcement. Crosby isn't selling certainty, but he's calling out and going after a hard problem. AI is still unreliable, and no founder wants books that look clean but are wrong. In accounting, a small error can affect taxes, financing, board reporting, future planning, and investor trust.
Synthetic is trying to solve that by narrowing the customer type and building around quality control. The company says the team is iterating on a prototype with early design customers. The firm hasn't disclosed revenue, customers, launch timing, error rates, or benchmark results as of yet.
Bookkeeping touches sensitive financial data such as banking, billing, and payroll. If AI can handle that work with enough accuracy, it could cut cost for early startups and reduce one of the most common back office bottlenecks for founders.
Jon Chu, Khosla Ventures:
“This one’s quite simple. You have a large, valuable problem that will inevitably be solved by AI. A founder who’s spent multiple decades working on the problem with near perfect founder market fit. And resilience and grit that’s been forged through multiple founding experiences and scale ups at companies like Shopify and Mercury,”
While Synthetic is headquartered in San Francisco, the Canadian angle is three time founder (ie. Bench and Teal) Ian Crosby. Bench was a Vancouver built bookkeeping company that became one of North America’s best known small business accounting platforms before it later shutdown and was acquired.
So why not base the company in Canada? It's a competitiveness question for Canada. Canadian founders keep showing up in high value AI and fintech infrastructure deals, but company formation, lead capital, senior hiring, and headquarters often land in the United States. If Canada wants the next generation of AI finance companies to scale here, it needs more than talent. It needs lead capital, customers, technical density, and a culture that lets ambitious teams move fast.
This also connects to Canada’s productivity and competitiveness challenge. AI can reduce manual work, but the economic value goes to the companies that own the IP, workflow, data, customer relationship, and product layer.
Synthetic has to show that AI can handle edge cases, ask the right questions, document decisions, and produce books that accountants, tax preparers, investors, regulators, and founders can trust.
The company’s longer vision is even bigger. Synthetic says it wants founders to press a button and watch a company assemble around an idea, including the website, incorporation, bank accounts, payments, accounting, and other operating pieces. Accounting is the starting point with the bigger ambition being the required operating infrastructure.
Can autonomous AI earn enough trust to run startup bookkeeping, or will reliability, tax risk, and financial controls keep humans in the loop longer than investors expect?
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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