How the AI Debt Supercycle Is Reshaping Credit Markets
Tue Jan 27 2026
AI-related bond issuance is surging, reshaping the opportunity set for fixed-income investors. In addition to robust U.S. growth, constrained inflation, and an attractive opportunities beyond the U.S., investors must also navigate greater tail risks, more complex financing structures, and rising political uncertainty around AI and energy use.
On this episode of Disruptive Forces, host Anu Rajakumar sits down with Ashok Bhatia, Neuberger's Chief Investment Officer and Global Head of Fixed Income, to unpack the AI financing boom and its implications for bond markets. Together, they discuss the surge in hyperscaler issuance, evolving structures, and how Neuberger's own investment teams are using AI to enhance research, portfolio construction, and day-to-day decision-making.
This communication is provided for informational and educational purposes only and nothing herein constitutes investment, legal, accounting or tax advice, or a recommendation to buy, sell or hold a security. Information is obtained from sources deemed reliable, but there is no representation or warranty as to its accuracy, completeness or reliability. This communication is not directed at any investor or category of investors and should not be regarded as investment advice or a suggestion to engage in or refrain from any investment-related course of action. Neuberger Berman is not providing this material in a fiduciary capacity and has a financial interest in the sale of its products and services. Investment decisions should be made based on an investor's individual objectives and circumstances and in consultation with his or her advisors. All information is current as of the date of this material and is subject to change without notice. Any views or opinions expressed may not reflect those of the firm as a whole. Neuberger Berman products and services may not be available in all jurisdictions or to all client types. This material is not intended as a formal research report and should not be relied upon as a basis for making an investment decision. The firm, its employees and advisory accounts may hold positions of any companies discussed. This material may include estimates, outlooks, projections and other "forward-looking statements." Due to a variety of factors, actual events or market behavior may differ significantly from any views expressed. Investing entails risks, including possible loss of principal. Indexes are unmanaged and are not available for direct investment. Past performance is no guarantee of future results.
Use of Artificial Intelligence Tools. Neuberger Berman may utilize AI tools in its business operations to improve operational efficiency and for assistance in research and analyzing data among other uses. AI tools are dependent on historical data, consequently, if the content or analyses that AI applications assist Neuberger in producing are or are alleged to be deficient, inaccurate, or biased, a client account may be adversely affected. Additionally, AI tools used by Neuberger may produce inaccurate, misleading or incomplete responses that could lead to errors in Neuberger's and its employees' judgement, decision-making, investment research or other business activities, which could have a negative impact on the performance of a client account.
The application of AI in investment processes, research, or analysis is evolving and subject to limitations, including data quality, algorithmic biases, and interpretive errors. AI outputs should not be relied upon as the sole basis for investment decisions. No assurance is given regarding the accuracy, completeness, or timeliness of information generated by AI.
This material is being issued on a limited basis through various global subsidiaries and affiliates of Neuberger Berman Group LLC. Please visit www.nb.com/disclosure-global-communications for the specific entities and jurisdictional limitations and restrictions.
The "Neuberger Berman" name and logo are registered service marks of Neuberger Berman Group LLC.
© 2026 Neuberger Berman Group LLC. All rights reserved. WF2830800
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AI-related bond issuance is surging, reshaping the opportunity set for fixed-income investors. In addition to robust U.S. growth, constrained inflation, and an attractive opportunities beyond the U.S., investors must also navigate greater tail risks, more complex financing structures, and rising political uncertainty around AI and energy use. On this episode of Disruptive Forces, host Anu Rajakumar sits down with Ashok Bhatia, Neuberger's Chief Investment Officer and Global Head of Fixed Income, to unpack the AI financing boom and its implications for bond markets. Together, they discuss the surge in hyperscaler issuance, evolving structures, and how Neuberger's own investment teams are using AI to enhance research, portfolio construction, and day-to-day decision-making. This communication is provided for informational and educational purposes only and nothing herein constitutes investment, legal, accounting or tax advice, or a recommendation to buy, sell or hold a security. Information is obtained from sources deemed reliable, but there is no representation or warranty as to its accuracy, completeness or reliability. This communication is not directed at any investor or category of investors and should not be regarded as investment advice or a suggestion to engage in or refrain from any investment-related course of action. Neuberger Berman is not providing this material in a fiduciary capacity and has a financial interest in the sale of its products and services. Investment decisions should be made based on an investor's individual objectives and circumstances and in consultation with his or her advisors. All information is current as of the date of this material and is subject to change without notice. Any views or opinions expressed may not reflect those of the firm as a whole. Neuberger Berman products and services may not be available in all jurisdictions or to all client types. This material is not intended as a formal research report and should not be relied upon as a basis for making an investment decision. The firm, its employees and advisory accounts may hold positions of any companies discussed. This material may include estimates, outlooks, projections and other "forward-looking statements." Due to a variety of factors, actual events or market behavior may differ significantly from any views expressed. Investing entails risks, including possible loss of principal. Indexes are unmanaged and are not available for direct investment. Past performance is no guarantee of future results. Use of Artificial Intelligence Tools. Neuberger Berman may utilize AI tools in its business operations to improve operational efficiency and for assistance in research and analyzing data among other uses. AI tools are dependent on historical data, consequently, if the content or analyses that AI applications assist Neuberger in producing are or are alleged to be deficient, inaccurate, or biased, a client account may be adversely affected. Additionally, AI tools used by Neuberger may produce inaccurate, misleading or incomplete responses that could lead to errors in Neuberger's and its employees' judgement, decision-making, investment research or other business activities, which could have a negative impact on the performance of a client account. The application of AI in investment processes, research, or analysis is evolving and subject to limitations, including data quality, algorithmic biases, and interpretive errors. AI outputs should not be relied upon as the sole basis for investment decisions. No assurance is given regarding the accuracy, completeness, or timeliness of information generated by AI. This material is being issued on a limited basis through various global subsidiaries and affiliates of Neuberger Berman Group LLC. Please visit www.nb.com/disclosure-global-communications for the specific entities and jurisdictional limitations and restrictions. The "Neuberger Berman" name and logo are registered service marks of Neuberger Berman Group LLC. © 2026 Neuberger Berman Group LLC. All rights reserved. WF2830800