2 Sources
[1]
M&T Bank appoints head of AI engineering
This content has been selected, created and edited by the Finextra editorial team based upon its relevance and interest to our community. The announcement was made via LinkedIn by Linda Tai, the bank's chief information officer. In his new role, Bedhu will be responsible for leading the engineering, platforms, architecture, and governance capabilities for AI innovation and adoption across the bank. He joins from Fannie Mae, where he led AI and GenAI products and platforms, scaling enterprise AI capabilities in a highly regulated environment. Prior to that, Bedhu worked at Microsoft and Ericsson, working on AI, analytics, and enterprise architecture initiatives at scale. "Looking forward to the impact Kalyana will have as we continue building the capabilities that will help shape the future of AI at M&T," wrote Tai in the LionkedIn post.
[2]
M&T Bank Appoints Fannie Mae Veteran Kalyana Bedhu as AI Engineering Head | PYMNTS.com
"He will lead the engineering, platforms, architecture and governance capabilities that enable AI innovation and adoption across the bank," Tai said in the post. Bedhu was most recently with Fannie Mae, where he served as AI/ML (machine learning) leader and accelerated model transformation with AI/ML and generative AI, according to his LinkedIn profile. At Fannie Mae, Bedhu scaled enterprise AI capabilities in a highly regulated environment, Tai said in her post. Before joining Fannie Mae, Bedhu served as engineering leader, AI/ML at Microsoft, and held three positions at Ericsson, most recently head of artificial intelligence, per the profile. Bedhu said in a Tuesday post on LinkedIn: "Excited to join a team with a strong legacy, firing on all cylinders to modernize and build what's next. Looking forward to learning from the team, contributing to the journey and helping turn the possibilities of AI into meaningful impact for M&T and our customers." M&T Bank provides a branch and ATM network that spans the eastern United States from Maine to Virginia and Washington, D.C. In addition, M&T Bank and Wilmington Trust-affiliated companies provide trust-related services in select markets in the U.S. and abroad, according to a July 15 press release. M&T Bank employs 2,000 technologists across more than 300 teams and spent over $1.2 billion on technology in 2025, M&T Bank Chairman and CEO René Jones wrote in an annual message to shareholders that was released in March. "Our focus remains on developing talent and strengthening reliability, availability, resiliency and agility," Jones said in the message, speaking of what he called the bank's technology transformation. "Our strength comes from the expertise of our people and the disciplined way we leverage technology to deliver great banking fundamentals." The PYMNTS Intelligence report "Financial Services Pulls Ahead in the Enterprise AI Race" found that the financial services sector has deeply embedded AI into tasks such as revenue recognition, credit scoring and sales forecasting.
Share
Copy Link
M&T Bank has appointed Kalyana Bedhu as head of AI engineering to drive AI innovation and adoption across the organization. Bedhu joins from Fannie Mae where he led AI and GenAI products in a highly regulated environment. The move signals M&T's commitment to AI transformation as part of its broader technology modernization strategy.
M&T Bank has appointed Kalyana Bedhu as its new head of AI engineering, a move announced by Linda Tai, the bank's chief information officer, via LinkedIn
1
2
. In this role, Bedhu will lead the engineering, platforms, architecture, and governance capabilities that enable AI innovation and adoption across the bank1
. The appointment positions M&T Bank to accelerate its AI capabilities as financial institutions increasingly embed artificial intelligence into core operations.
Source: PYMNTS
Bedhu brings extensive experience scaling enterprise AI in highly regulated environments. Most recently at Fannie Mae, he served as AI/ML leader where he accelerated model transformation with AI and GenAI products and platforms
2
. His ability to navigate complex regulatory frameworks while driving AI innovation makes him well-suited for the banking sector's stringent compliance requirements. Before Fannie Mae, Bedhu held positions at Microsoft as engineering leader for AI/ML and at Ericsson where he most recently served as head of artificial intelligence2
. This combination of enterprise technology experience across Microsoft, Ericsson, and Fannie Mae provides a strong foundation for leading AI engineering at M&T Bank.The appointment aligns with M&T Bank's significant investment in technology transformation. The bank employs 2,000 technologists across more than 300 teams and spent over $1.2 billion on technology in 2025, according to M&T Bank Chairman and CEO René Jones
2
. Jones emphasized the focus on developing talent and strengthening reliability, availability, resiliency, and agility, noting that the bank's strength comes from the expertise of its people and the disciplined way it leverages technology to deliver great banking fundamentals2
. This strategic emphasis on technology positions AI as a critical component of M&T's competitive advantage.Related Stories
Bedhu expressed enthusiasm about joining M&T Bank, stating he is "excited to join a team with a strong legacy, firing on all cylinders to modernize and build what's next" and looks forward to "helping turn the possibilities of AI into meaningful impact for M&T and our customers"
2
. CIO Linda Tai noted she is looking forward to the impact Bedhu will have as the bank continues building capabilities that will shape the future of AI at M&T1
. The appointment suggests M&T is moving beyond experimental AI projects toward systematic AI adoption across its operations, with proper governance structures in place.
Source: Finextra Research
This appointment reflects a broader trend in financial services where AI adoption is accelerating rapidly. According to the PYMNTS Intelligence report "Financial Services Pulls Ahead in the Enterprise AI Race," the financial services sector has deeply embedded AI into tasks such as revenue recognition, credit scoring, and sales forecasting
2
. M&T Bank's decision to create a dedicated head of AI engineering role signals recognition that AI capabilities require specialized leadership and governance. As AI becomes more integral to banking operations, institutions that successfully scale AI adoption while maintaining regulatory compliance will gain significant competitive advantages. Watch for M&T to announce specific AI initiatives and use cases as Bedhu builds out the bank's AI engineering capabilities in the coming months.Summarized by
Navi
[1]
31 Jul 2024

03 Oct 2024

05 Aug 2024

1
Science and Research

2
Technology

3
Technology
