Toner pairs investment-banking commercial judgment with his brother's quantum-physics research to make document AI earn its place in production workflows.
Tim Toner is co-founder and chief executive of Affinda, a Melbourne, Australia, document AI company that extracts structured data from resumes, invoices, and other unstructured files. He founded Affinda in 2012 with his brother, Dr. Ben Toner.
Investment Banking Before Affinda
Tim came from investment banking roles at Macquarie and Lazard, while Ben earned a PhD in quantum physics from Caltech, according to Affinda. Together they set out to combine commercial judgment with deep technical work on document understanding rather than selling another generic OCR demo.
Starting in Recruitment Document Processing
Affinda first focused on recruitment, helping job boards and employers parse resumes at scale, including work with SEEK and other international boards, as Business News Australia reported. That wedge taught the team how brittle real-world documents are before the product widened into invoices and broader intelligent document processing.
Raising for Global Document AI Growth
In 2024 Affinda was raising growth capital at a reported $120 million valuation to expand internationally. Keeping extraction accurate across messy, multilingual documents while controlling inference cost for customers is the standing product fight as larger cloud AI vendors crowd the same category.
Personal Life
Toner leads Affinda from Melbourne. Public profiles emphasize the brother co-founder pairing and practical document automation more than private hobbies.
