The Limits of Automation… and What Comes After

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Automation alone does not solve operational complexity. This paper explores why meaningful transformation begins with understanding how work is performed, redesigning workflows based on evidence, and applying technology where it can deliver the greatest value.

Drawing on CIBC Mellon’s collaboration with Appian, the authors examine how workflow orchestration, embedded controls and governed AI can support more adaptive and scalable operations, while enabling experienced professionals to focus on judgment, exception management and client problem-solving.

Read the article [PDF, 1,738 KB].




This article is provided for general information purposes only and CIBC Mellon and its affiliates make no representations or warranties as to its accuracy or completeness, nor do any of them take any responsibility for third parties to which reference may be made. This article should not be regarded as legal, accounting, investment, financial or other professional advice nor is it intended for such use.

About CIBC Mellon

CIBC Mellon is celebrating 30 years of helping Canadian institutional investors and international institutional investors into Canada service their financial assets throughout the investment lifecycle. Founded in 1996, CIBC Mellon is 50-50 jointly owned by The Bank of New York Mellon Corporation (BNY) and Canadian Imperial Bank of Commerce (CIBC). CIBC Mellon delivers investment services for investment funds, pension plans, insurance companies, banks, foundations, endowments, corporations, and global financial institutions whose clients invest in Canada.

As at June 30, 2026, CIBC Mellon had more than C$3.6 trillion in assets under custody and/or administration. CIBC Mellon is part of the BNY network, which as at June 30, 2026 had US$62.6 trillion in assets under custody and/or administration. CIBC Mellon is a licensed user of the CIBC trade-mark and certain BNY trade-marks, and is the corporate brand of CIBC Mellon Trust Company.