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BNY Mellon Shifts to Growth Phase Using AI and Platform Model

BNY Mellon is shifting to a growth phase, raising its 2024 expense guidance to 7% to fund AI tools like 'Eliza' and a new platform operating model.

By Muhamed Porić

October 8, 2026 at 12:36 AM

Photo by Jakob Schlothane on Pexels

BNY Mellon is transitioning from a multi-year turnaround effort toward a growth-oriented phase, fueled by a $4 billion annual engineering budget and a new platform-based operating model. This pivot marks a departure from the firm's previous focus on stabilization, as it now seeks to deepen client relationships and leverage internal technology to drive cross-selling.

"For many years, I thought of BNY as a vendor. You had a service. We needed the service. We contracted with you. Now I think of you as a partner," said CFO Dermot McDonogh, quoting a senior financial services client during the Barclays conference.

Financial Performance and Strategic Investment

The bank’s strategic shift is reflected in its recent financial metrics. BNY Mellon reported 4.5% organic growth in the first half of 2024, an improvement compared to the flat performance recorded in 2022. To sustain this momentum, the company has raised its 2024 full-year expense growth guidance to a range of 6% to 7%, up from its previous forecast of 4%.

According to a transcript of the Barclays conference, the increased spending is earmarked for strategic investments in data infrastructure, regulatory compliance, and artificial intelligence.

Scaling Capacity Through 'Eliza'

Central to the firm's operational evolution is the deployment of 'Eliza,' a proprietary AI platform. The bank is integrating this technology to increase organizational capacity and improve workflows. By embedding these tools into its platform operating model, BNY Mellon aims to shift its internal culture from providing discrete services to offering integrated solutions.

What Is at Stake for BNY Mellon

The transition is critical for BNY Mellon as it attempts to move beyond the constraints of its previous turnaround cycle. By focusing on cross-selling and technological integration, the bank is attempting to capture a larger share of wallet from existing institutional clients. The success of this strategy depends on the bank's ability to balance higher operating expenses against the long-term revenue gains expected from its new partnership-focused business model.

BNY MellonBankingArtificial IntelligenceFinancial Services
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Muhamed Porić

Founder and Editor of Embers.

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