SAN DIEGO, CA – November 9, 2026 – Quantum General Intelligence Inc. (QGI), developer of a deterministic, neurosymbolic AI platform built for regulated industries, today announced that Bruce Marshak, Managing Director, General Counsel, and Lead Author at Apogee Process Improvement, has joined the QGI Advisory Board.
Marshak will advise QGI on regulatory compliance, legal governance, and consumer-protection requirements across banking and lending. This guidance helps QGI ensure its AI meets the legal standards financial institutions operate under.
Marshak has more than 40 years of financial-services industry and consulting experience. He was most recently a Director and Associate General Counsel at Discover Financial Services, supporting Student Lending Originations and Marketing. Before that, he was Executive Director and Associate General Counsel at JPMorgan Chase (JPMC), supporting the Consumer and Community Banking line of business. At JPMC, he provided legal support for a multi-disciplinary Center of Excellence that identified and created regulatory-required content for all customer-facing communications. He also supported the Consumer Banking team that remediates customer harm, and served in JPMC’s Risk and Controls organizations.
His earlier career covered nearly every part of the lending lifecycle: Vice President of Litigation Support at Washington Mutual, Senior Mortgage Servicing Counsel at PNC Mortgage, Senior Mortgage Origination and Servicing Counsel at Citibank, and Commercial Lending Attorney at GE Capital.
Marshak earned his Juris Doctor from IIT Chicago-Kent College of Law and a B.S. in Accounting from the University of Illinois.
“Bruce has spent four decades on the legal front lines of banking, from mortgage origination and servicing to consumer remediation,” said Dr. Sam Sammane, Chief Executive Officer of QGI. “As AI moves into lending decisions, that depth of regulatory and legal judgment is essential. Bruce will help ensure QGI’s platform is built to the standard regulators and institutions demand.”
Marshak joins the QGI Advisory Board as it holds its first meeting and as QGI advances enterprise evaluations with lenders and financial institutions. QGI’s platform combines symbolic reasoning, formal verification, and deterministic execution. As a result, AI-driven decisions in loan review, underwriting, and compliance are repeatable, explainable, and grounded in policy.
About QGI: Quantum General Intelligence Inc. builds deterministic, neurosymbolic AI for regulated industries, with a focus on financial services. Its platform pairs large-language-model capabilities with symbolic reasoning and formal verification to deliver auditable, explainable outcomes. QGI is headquartered in San Diego, California. www.qgi.dev
About Apogee Process Improvement: Apogee Process Improvement LLC helps financial institutions create and manage regulatory-required content, disclosures, and controls for customer-facing communications. www.apogeepi.com