The SEC Said It First: Artificial Intelligence Is Coming to Municipal Bond Compliance

The SEC Said It First: Artificial Intelligence Is Coming to Municipal Bond Compliance

What California Finance Directors Need to Know Right Now

This article is intended for informational purposes only and does not constitute legal advice. Readers should consult qualified bond counsel or other legal advisors with respect to their specific compliance obligations.

The municipal securities market has operated largely the same way for over fifty years. Bonds are issued, projects are built, closing binders are now digitally assembled, and then filed away. Sometimes, the ongoing compliance obligations that attach to those bonds quietly fall through the cracks until the agency hires a consultant or the consultants show up for the next bond issue.

Artificial intelligence brings an opportunity for change.

In January 2026, Dave A. Sanchez, Director of the Office of Municipal Securities at the U.S. Securities and Exchange Commission, delivered closing remarks at the Joint Compliance Outreach Program (JCOP) for Municipal Market Participants that every Finance Director, City Manager, and special district administrator in California should hear: artificial intelligence and emerging technologies are coming to municipal bond compliance and issuance, and the SEC is watching how they are used. For Finance Directors, the legal obligations remain the same.

That combination of opportunity and caution is worth taking seriously. Here is what it means for your bond compliance program.

Director Sanchez's message was not a warning against AI. It was something more nuanced and ultimately more useful: a reminder that innovation does not change regulatory obligations, but it does change how those obligations can be met. His precise formulation bears quoting:
“Technology may change how we do business, but it does not change why we do business or the fundamental regulatory concerns that exist in this market.”

For Finance Directors managing ongoing bond compliance, that distinction matters enormously.

The obligations attached to your outstanding tax-exempt bonds are real, legal, and they run for the life of every bond your city or district has ever issued. That could be thirty years or more. Those obligations exist whether or not you have a system to manage them, whether or not the Finance Director who closed the bond still works for your organization, and whether or not anyone has looked at your EMMA filing history in four years.

AI changes the feasibility of managing them well for every small city, not just the large ones with enterprise software budgets and dedicated treasury staff.

The Obligations That Last Longer Than the Bond

When your city or special district closes a publicly offered tax-exempt bond, two separate sets of ongoing legal obligations attach to that transaction. They do not end when the project is complete. They do not pause during staff transitions. They run until the bonds are paid off and, in the case of IRS record retention, three years after that.

Under SEC Rule 15c2-12, you committed in your Continuing Disclosure Certificate to file an annual report with EMMA by a specific date every year, and to file a notice within ten business days any time one of sixteen specified material events occurs. (The SEC's 2018 amendments to Rule 15c2-12, effective February 27, 2019, expanded the list from fourteen to sixteen categories, adding obligations relating to the incurrence of certain financial obligations and agreements to covenants that could limit an issuer's ability to meet its bond obligations. These two additions are among the least well-understood compliance requirements at the staff level.) The listed events include rating changes, including upgrades, which surprises many people, bond calls, defeasances, amendments to bond documents, adverse tax opinions, and bankruptcy proceedings, among others.

Go to emma.msrb.org right now and search your city or district. What you see is what your underwriter sees when you come to market for your next bond transaction. Late filings, missing filings, and failure-to-file notices are permanently part of your public record. They appear in every future official statement. They follow you.

Under federal tax law, your tax-exempt bonds carry ongoing IRS obligations relating to how proceeds are invested and spent, how the financed facilities are used, and what records must be maintained. Every five years from your closing date, installment payments of any arbitrage rebate owed to the IRS come due, and potentially a check. It is important to understand that the arbitrage calculation itself is an ongoing monitoring obligation and not a task to be addressed only at the five-year mark. Issuers who wait until the payment deadline to begin tracking yield compliance risk compounding interest and penalties on any rebate amounts owed. If your bond proceeds earned investment income above your bond yield, that excess belongs to the Treasury.

Private use is equally misunderstood. The facilities your city financed with tax-exempt bonds must be used for governmental purposes. As a general rule, tax-exempt governmental bonds lose their status if more than ten percent of the bond proceeds are used for private business use and more than ten percent of the debt service is secured by or paid from private business revenues. When a management company operates your community center, when a cell tower lease is placed on your bond-financed municipal building, when a naming rights agreement is signed for your stadium, each of those arrangements may count as private use. Above the applicable thresholds, private use can taint the bonds and trigger retroactive loss of tax-exempt status. This is not a theoretical risk. It is a real one, and it catches cities that are doing everything else right.

Where Cities Go Wrong

The post-issuance compliance failures I have seen in California municipal finance share a common thread: they are almost never the result of negligence or indifference. They are the result of a system that asks a lot of local government staff and provides very little support, especially for small cities and districts.

Bond counsel sends a closing letter with compliance instructions. The city files it. Staff turns over. The responsible person changes twice in five years. Nobody inherits the institutional knowledge. The closing binder ends up in a storage room or a retired server. The EMMA annual report is due in nine months and nobody has a calendar reminder. The first sign of a problem is an underwriter's call the week before a new bond transaction goes to market.

Over the past decade, the Securities and Exchange Commission has repeatedly emphasized that continuing disclosure obligations are enforceable federal securities law requirements. The Commission's Municipalities Continuing Disclosure Cooperation Initiative, announced in 2014, resulted in enforcement actions against dozens of issuers and underwriters that had inaccurately represented their prior disclosure compliance. More recent enforcement actions involving municipalities and school districts have focused on misleading financial disclosures and failures to disclose material fiscal risks. These cases reinforce a consistent message: municipal issuers must maintain accurate and timely disclosure for the life of their bonds.

Artificial intelligence has the potential to change how local agencies manage these long-term compliance obligations.

What AI Actually Makes Possible

For the first time, the technology exists to give every California city and special district, regardless of staff size or budget, the kind of compliance infrastructure that used to require a dedicated treasury team or an expensive enterprise software contract.

Modern document analysis systems can review bond documents and identify key compliance information, including filing deadlines, rebate calculation dates, and record retention requirements. Automated monitoring tools can track trustee statements and expenditure schedules and alert staff when spending patterns affect arbitrage exceptions. Compliance systems can also monitor disclosure deadlines and generate reminders well in advance of filing dates.

These technologies do not eliminate the need for professional judgment. Finance officers, municipal advisors, disclosure consultants, and bond counsel must continue to evaluate disclosure decisions and approve filings. Technology can, however, reduce the administrative burden associated with tracking obligations that extend decades beyond the original bond transaction. These are not hypothetical capabilities. They exist today.

Director Sanchez's remarks reflect the SEC's understanding of this distinction. Artificial intelligence may assist with drafting documents or monitoring compliance obligations, but the legal responsibility for accurate disclosure and tax compliance remains with the issuer and its professional advisors.

The Risks the SEC Identified

Director Sanchez did not limit his remarks to the promise of AI. He identified two specific risks that deserve the attention of every issuer and professional in this market.

Hallucination risk. Director Sanchez raised the concern that an AI agent tasked with drafting a preliminary official statement could pull data from multiple sources and in the process invent pending litigation or generate incorrect revenue or expense figures. In the context of a municipal securities disclosure document, that type of error is not merely a drafting mistake. It may constitute a materially false or misleading statement in violation of the federal antifraud provisions. If you are using or plan to use AI in drafting official statements or other investor-facing documents, you need a robust review process to ensure that AI-assisted disclosures are independently verified for accuracy.

Supervisory substitution risk. Drawing on the Financial Industry Regulatory Authority's 2026 Regulatory Oversight Report, Director Sanchez highlighted the danger of what regulators are calling supervisory substitution: as AI agents execute multi-step compliance workflows autonomously, pulling data, interpreting rules, and triggering filings, human oversight can be silently eroded. The risk is not merely that the AI makes a mistake. The risk is that supervisors lose meaningful visibility into why the system made a particular choice, making it difficult to reconstruct the decision and assign accountability. This concern directly informs the right design for any AI-assisted compliance program.

The Right Model for AI-Assisted Compliance

The SEC's caution points to the correct design for any AI-assisted compliance system: technology does the administrative labor, professionals do the judgment work.

If AI is drafting disclosure language, material event notices, annual report cover letters, or the compliance summary in an official statement, that language must be accurate and must be reviewed by a qualified professional before it is filed. AI does not eliminate professional responsibility. It redirects it. The municipal advisor who recommends an AI-assisted compliance system owes the same duty of care to their client as always. The bond counsel who reviews an AI-generated draft takes responsibility for it when they approve it. The Finance Director who files an AI-drafted material event notice after bond counsel or a disclosure consultant has reviewed and approved it is in a fundamentally different and far better position than the Finance Director who never files anything at all. Critically, Finance Directors themselves must also review AI-generated output before it is submitted or filed. Delegating review entirely to outside counsel does not absolve the issuer of responsibility for the accuracy of its own disclosures. The Finance Director is the person who signs the continuing disclosure certificate and the person whose name appears on filings. That accountability does not transfer to the technology or to any vendor that provides it.

The right model is not AI instead of professionals. It is AI doing the drafting work, professionals doing the judgment work. Staff handles the administrative compliance labor. Bond counsel reviews and approves. Cities get the same quality outcome at a fraction of the cost.

That is a good outcome for everyone, including, it seems, the SEC.

What You Should Do This Week

The following actions cost nothing and take less than an hour:

• Go to emma.msrb.org. Search your city or district. Look at your filing history for every outstanding bond issue. Are all annual reports there? Are any labeled late? Are any missing entirely? This is your starting point.
• Find your continuing disclosure certificates. These are in your closing binders. They tell you exactly what you committed to file and when. If you cannot find them, call your bond counsel.
• Know your arbitrage dates. When did each of your bond issues close? The five-year anniversaries of those dates are when installment payments are due. Do you know those dates? Does anyone on your current staff?
• Ask who is responsible. For every compliance obligation described in this article, someone at your organization should be the named responsible party. If the answer is unclear, or if the answer is a person who left two years ago, that is worth addressing now.
• Review what comes out. If your agency is using any AI tool to assist with bond compliance, annual report drafting, or material event notices, establish a written protocol requiring Finance Director review of all AI-generated output before submission. Do not assume that because a tool generated the language, or because bond counsel has reviewed it, your independent review is unnecessary. You are the issuer. The filing is yours. Read it before it goes out.
  

The Bigger Picture: An Opportunity for Local Governments

Local governments borrow from the public to build the infrastructure that makes communities work. The tax-exempt status of those bonds reflects a public subsidy and the federal government's recognition that these projects serve a genuine public interest.

The ongoing compliance obligations attached to those bonds are the terms of that arrangement. They protect investors. They protect the integrity of the tax-exempt market. And they protect Finance Directors and elected officials from personal exposure in an environment where the SEC has made clear that enforcement is not hypothetical.

For twenty years, managing these obligations well required resources that most small cities and special districts simply did not have. That has changed. The question now is whether California's local governments, all four hundred and eighty-two cities and more than three thousand special districts, will take advantage of tools that finally make compliance achievable at every budget level.

The SEC is watching. More importantly, your bondholders, your underwriters, and your governing board are counting on you to get this right.

The good news is that getting it right has never been more within reach.

About the Author

Anita Luck is a California-licensed attorney with over twenty years of experience representing cities, counties, water districts, and other special districts in municipal finance and public law. She serves as bond counsel on a broad range of financings, including general obligation, special tax, assessment, lease, certificates of participation, utility revenue, successor agency, and state and federal financings under SRF and WIFIA programs. She advises public agencies on post-issuance compliance, including ongoing continuing disclosure obligations under SEC Rule 15c2-12, as well as the imposition of taxes, fees, and charges under Propositions 218 and 26. Ms. Luck also represents clients on election law, the formation of financing entities such as enhanced infrastructure financing districts, joint powers authorities, and community facilities districts, and a wide range of public law matters. She leads the public finance group at Aleshire & Wynder, LLP and can be reached at aluck@awattorneys.com.