Loop is a Series B startup that automates freight invoice processing for shippers, using AI to catch billing/paperwork errors and reduce payment times from weeks to hours while uncovering millions in cost savings.

loop.com • LinkedIn • Press • Development Philosophy

Overview

I joined Uber Freight and Flexport alumni to build an AI-powered payment platform for the supply chain industry. From day one (2021), we began training our own AI model to synthesize freight documents like human experts. The biggest challenge was building core product infrastructure that scaled while simultaneously meeting sales commitments and enterprise readiness requirements. By the time we raised $50M in funding, we had processed over $10 million in payments and were digitizing 31,000 freight documents per week at 90% automation.

Loop System & Product Suite

I care deeply about system architecture to determine the right approach to user interfaces and functionality. Our team adopted domain-driven design as our core development philosophy. We systematically built a suite of tools with modular layers that matched our business hypotheses. The system covered core capabilities we needed to extract supply chain data from unstructured documents and ultimately, move money and deliver insights confidently.