Jeremiah Edwards

Bio

Jeremiah is the Head of the AI business unit at Sage, and focuses on delivering world class AI for Finance, Accounting, and Business Operations. He leads the expert team who have invented and deployed over 16 AI services in 8 global products, making 20 million AI predictions daily.

Before joining Sage, he founded and led data science and machine learning teams at Covid Act Now, FLYR Labs, Squelch, Apteligent (VMware), and Orange Labs.

His interests include data privacy, ethical AI, and building AI systems that help people in their daily lives and jobs.

He holds degrees in mathematics from MIT and Pierre and Marie Curie University.

When not working on machine learning and AI, he can be found trail running, climbing rocks, and doing math.

Contact

Selected Publications

A collection of papers, patents, and talks on different topics, mostly related to math and AI/ML.

Talk - Beyond "Digital Assistants" -- Securing Agentic AI Systems and Multi-Agent Workflows in High-Stakes Environments

AI systems are evolving from copilots to autonomous, multi-agent architectures, expanding the attack surface across tool execution, persistent memory, and inter-agent communication. This hands-on session extends copilot security methods to agentic ecosystems, covering threat modeling for multi-agent pipelines, supply-chain defenses, safeguarding sensitive workflows, and prompt injection at scale. Through real-world case studies—independent and integrated assistant deployments—you’ll learn to implement policy-as-code guardrails, fine-grained access controls, and red-team strategies for agent behavior. Whether you’re securing or penetrating AI workflows, you’ll leave equipped with actionable patterns to defend and harden end-to-end autonomous systems without stifling innovation.

August 2025

Talk - Sage Future: Leveraging AI in SaaS Finance: Insights from Leading CFOs

An interactive discussion on how leading CFOs are leveraging AI in SaaS finance. Explore real-world strategies, success stories, and future opportunities for AI-driven financial management.

June 2025

Talk - Sage Future: Unlocking the Power of Sage AI

Sage AI is a global team specializing in AI solutions to improve productivity and decision-making. This workshop, showcases how Sage AI uses AI technologie to help partners expand their offerings and generate new revenue.

June 2025

Patent - Generating Graph Models

US Patent 18/394,446

December 2023

Patent - Generative AI

US 63/468,129

May 2023

Patent - Generating datasets for scenario based training and testing of machine learning systems

US 17/834,817

August 2022

Paper - On Modular Curves: Scholze’s Generalization of the Langlands-Kottwitz Method to Places of Bad Reduction

We describe the Langlands-Kottwitz method for counting points mod p of Shimura varieties at places of good reduction in the special case of the modular curve.

June 2012