Mash Zahid
Builder of Continuity

Mash Zahid

Financial Economist & AI Engineer

Mash builds and deploys AI systems at enterprise scale, across financial services, energy and utilities, telecommunications, healthcare, automotive, and professional services. Most recently he led the agentic AI transformation of a global automaker's operations and HR functions, reporting to its Chief Operating Officer: 47,000 cases a year, a four-day resolution cycle reduced to thirty seconds, and 67% first-contact resolution across 150,000 employees. He has field-deployed multi-model agentic AI in critical power-delivery infrastructure and built the same verification harness for regulated financial compliance. That harness is the engineering discipline behind Continuity's safety architecture.

As an Associate Partner at IBM, he led large-scale generative AI engagements for Fortune 100 clients, including a conversation intelligence program for the leading telco that returned more than $20M in its first month, against a $2B collections overhang. As Global Director of AI Strategy at KPMG, he advanced the firm's flagship audit platform into neural network–based deep learning, materially improving audit efficiency and error rates across its global service lines. Earlier in his career, his workforce planning and labor operations work at The Home Depot was featured as the cover story in Harvard Business Review.

In September 2025 he delivered a keynote to a live audience of 6,800+ practitioners at OpenAI Academy on scaling enterprise AI through systems thinking, and recently placed first at a Google hackathon opened by Sergey Brin. He runs Discimen, an AI enablement management consulting firm.

Professional Experience

Agentic AI Operations Transformation, Global Automaker

Led the agentic transformation of enterprise operations and HR reporting to the Chief Operating Officer, with a dotted line to the Chief HR Officer. Built the case-resolution system that took a four-day cycle to thirty seconds across 150,000 employees, including the workforce-platform integration and a messaging channel for staff without corporate laptops.

Moveworks Architecture Review Board

Served on the Architecture Review Board through the company's acquisition by ServiceNow.

IBM Associate Partner

Led engagements in conversation intelligence for customer revenue protection and collections for a leading telco; guided Energy and Utilities clients in data platform modernization and AI automation across enterprise functions; enabled AI automation on SAP for financials and created the Rate Case process as an AI-enabled capability.

KPMG Global Director of AI Strategy

Focused on AI-led automations across Audit, Tax, and Advisory lines.

The Home Depot Strategy Senior Manager

Developed data-driven approaches for improving retail store operations and labor strategy, featured in a Harvard Business Review cover story.

Amgen

Worked on precision medicine, cardiovascular disease identification, and patient medication adherence — the same problem class Continuity's Action Layer is built to move between clinical visits.

Notable Projects

Amazon Pharmacy

Designed growth strategy and customer expansion, including AI-powered care models.

Subaru

Engine assembly automation and inventory optimization with AI methods.

Cross-Border M&A

Structured regionally relevant bond/lease instruments for a global conglomerate.

Education

University of Chicago MBA

Analytic Finance & Accounting, with Behavioral Economics PhD coursework.

College of Wooster BA

Mathematics & Political Science.

Want to talk?

Email Mash about the pilot, the methodology, or partnerships.

mash@continuityx.org