The SortSpoke Team
The SortSpoke Team
Document AI built for insurance.
Insurance runs on documents—ACORD forms, loss runs, SOVs, applications, and submissions that arrive in every format imaginable. SortSpoke's document AI platform extracts and structures this data quickly.
We built SortSpoke specifically for P&C carriers, MGAs, and brokers who need to process high volumes of complex insurance documents without sacrificing accuracy or control.
Meet our founder
Jasper Li, CEO
Jasper founded SortSpoke after seeing how much time insurance professionals waste on manual document processing. Despite billions spent on digital transformation, most carriers still rekey data from PDFs, emails, and scanned documents by hand.
SortSpoke takes a different approach. Our document AI combines advanced machine learning with human-in-the-loop validation—extracting data from complex insurance documents while keeping experts in control of exceptions and edge cases.
"Insurance documents are uniquely challenging—inconsistent formats, handwritten notes, multi-page submissions. We built SortSpoke to handle that complexity so underwriters can focus on what they do best: assessing risk."
— Jasper Li, CEO
Built in Canada. Trusted Worldwide.
SortSpoke combines world-class AI with local support.
Canadian Data Residency
We offer full Canadian data residency for organizations that require it. Our infrastructure supports secure hosting within Canada, ensuring compliance with PIPEDA and provincial regulations for those who need strict data sovereignty.
World-Class AI
Toronto is the birthplace of modern deep learning. We leverage this world-leading innovation ecosystem to build proprietary AI that delivers superior accuracy and efficiency for complex insurance documents.
Homegrown Talent
Our engineering team is built from the deep talent pool in Canada. We hire the best locally to build a product that competes globally.
Local People, Local Support
Our Toronto-based support team is here when you need them. Whether it’s onboarding or troubleshooting, you get expert help in your time zone.
Why SortSpoke?
Insurance documents are uniquely difficult to automate.
- ✗ Submissions arrive as PDFs, emails, spreadsheets—often combined.
- ✗ ACORD forms, loss runs, and SOVs have hundreds of variations.
- ✗ Generic OCR and RPA tools can't handle insurance-specific complexity.
Hiring more underwriters is difficult with the critical shortage in the market.
Submissions are too messy and subjective for current AI solutions to replace your people.
AI falls short when it aims to remove human underwriters from the process.
SortSpoke is purpose-built for insurance document processing.
- ✓ Pre-trained on millions of insurance documents—ACORD, loss runs, SOVs, applications.
- ✓ Extracts data from any format: PDFs, scans, emails, spreadsheets.
- ✓ Human-in-the-loop validation catches exceptions before they reach your systems.
Leading carriers and MGAs trust SortSpoke for intelligent document processing:
Extract and prioritize key data instantly using advanced ML + LLM technology.
Maintain full transparency and control with a human-in-the-loop workflow.
Accelerate underwriting decisions without sacrificing accuracy or compliance.
Meet Our Team
Jasper Li
Craig Mauchan
Brandon Robinson
Joel Charlebois
Connor Peebles
Rachael Topp
Ben Hallam
Vlad Durdevic
Careers
Help us solve insurance's document problem.
At SortSpoke, we're building document AI that actually works for insurance—handling the messy, complex documents that generic tools can't.
- Process ACORD forms, loss runs, SOVs, and submissions automatically
- Build ML models trained on real insurance document workflows
- Work directly with carriers and MGAs solving real operational challenges
If you're excited about document AI, machine learning, and building products that make a real difference for customers, we'd love to hear from you.
Submit your details
© 2026 Mocsy Inc. (o/a SortSpoke). All Rights Reserved.