About
Toronto AI research since 2017. From the AI Credit® trademark to Governed AI tools for Canadian financial services.
AVA was founded by Matthew Dobson and incorporated in Delaware in March 2023, later redomiciled as AVA Credit Inc. in Toronto, Ontario in May 2024. As Canada’s financial capital and a global hub for AI research — shaped by foundational academic work on neural networks, transformers, and deep learning — Toronto is the right place to build Governed AI for financial services.
In October 2017, a University of Toronto AI PhD student shared Google’s Attention Is All You Need paper with Matthew Dobson — a commercial lending veteran with billions in originations and leadership roles at GE Capital, TD Bank, and institutional private credit. While many saw a groundbreaking academic paper, Dobson saw the inevitable future of financial services. Within two months, he filed the AI Credit® trademark. It was formally registered in late 2019.
As Chief Credit Officer for a bank-backed private credit fund in Los Angeles, Dobson operationalized generative AI tools across 145 live U.S. commercial mortgage transactions totalling ~$150M. This period established proof that human-AI collaboration could work in high-stakes lending. A defining moment came in 2021 with the financing of a multimillion-dollar data center designed to train the foundation models powering today’s AI. AVA was incorporated in Delaware in March 2023.
2024 brought rapid growth and institutional recognition. Dobson published two research papers on human-AI collaboration in financial services. By May, AVA was redomiciled as AVA Credit Inc. in Toronto. JPMorgan selected AVA for their equity management platform. Several RAG-based financial data extraction projects were funded and built — a period that also confirmed a key lesson: purpose-built AI tools validated against regulatory frameworks outlast custom wrappers chasing model releases.
Dobson was selected for the inaugural Perplexity AI Business Fellowship, an exclusive program with CEOs from Perplexity, NVIDIA, Databricks, Box, and Bridgewater. He developed the RGI Framework™ (Retrieve, Generate, Interact) and launched a national AI training initiative for Dominion Lending Centres Group (TSX: DLCG), Canada’s largest mortgage network. The program trained 2,271 licensed professionals across 29 live sessions — with a 97% positive response rate.
AVA shifts to a single focus: Governed AI for Canadian financial services. OSFI’s E-23 guideline and B-10 third-party risk framework are reshaping how AI tools can be used in regulated environments. AVA’s response is the AI Workbench — a curated suite of Governed and standard AI tools built and validated for licensed mortgage professionals, supported by ongoing R&D into tool compliance, logging, inventory, and human-in-loop controls.
AVA stands for Accelerated Virtual Analyst — coined in early 2023 during the development of AI-powered financial analysis tools that became the foundation of the company’s approach to human-AI collaboration in regulated industries.
About AVA Credit Inc.
AVA Credit Inc. was founded by Matthew Dobson and redomiciled in Toronto, Ontario in 2024. AI research since 2017. AI Credit® trademark registered 2019. 145 commercial transactions totalling ~$150M validated with AI. Perplexity AI Business Fellow 2025. Trained 2,271 licensed mortgage professionals at DLCG with 97% positive response rate. 2026 focus: Governed AI tools for Canadian financial services under OSFI E-23 and B-10 frameworks. AI Workbench for licensed mortgage professionals.