Finance
AI makes zero-based budgeting a practical finance tool
Experts in the pursuit of harnessing nuclear fusion will assure you that the technology is coming — just 30 years away, according to their projections.
The joke is that if you wait three decades and ask them where it is—
In finance and procurement, the concept of
Which is unfortunate. Like the idea of the world utilizing the free, non-polluting energy that a fusion plant would offer, on paper ZBB promises objective, data-based baselines for every budgeting phase that would allow decision-makers to only work with what’s real and current, not what happened last year, or even farther back.
The proposal with ZBB is that by mandating a comprehensive justification and validation of each expense, rather than relying on historical spending patterns, organizations can remove possible blockers within their procurement processes. This approach aims to ensure that what you’re doing is the numerically provable best case for the specific circumstances at hand.
This approach certainly holds immense appeal, so much so that Jimmy Carter
The factors putting ZBB back on the table
History and controversy aside, the core idea of ZBB is clear — it presents CFOs with an approach that mandated comprehensive justification and explicit approval for all expenditures during each new budgetary cycle, typically at the outset of the financial year. This process ostensibly offered CFOs a way to make relevant decisions against a true picture of the company’s cash flow.
But ZBB never truly went away. In fact, it is experiencing a resurgence. Consulting firms like McKinsey have
ZBB idealism is also happening at the micro-level, with social media influencers
The question then becomes how would we make ZBB, long an ideal but one that proved too difficult to implement, work at the enterprise level? It turns out, a viable way exists, or at least we can start the process to get there.
And you won’t be surprised to learn that the game-changer here is AI.
A way to open the door to ZBB
Currently, the spotlight within the artificial intelligence domain is on finding use cases for AI to solve real business problems. Organizations have been at the forefront of this endeavor for several years through an approach we term “autonomous sourcing.”
Specifically, organizations using an autonomous spend management approach source can purchase as many new services and vendors as they need within a given budgetary cycle. However, this process is underpinned by not just genuine and up-to-date market data, but also with the benefit of a corporate knowledge bank. This knowledge base facilitates multidimensional comparisons, enabling organizations to evaluate purchases not only longitudinally (against previous periods) but also orthogonally, meaning across different business units within the enterprise.
This may not be the precise dictionary definition of ZBB. But it represents a radical change from the lack of data and visibility CFOs have struggled with and a way to open the door to the underlying vision of ZBB: data-driven financial accuracy.
This autonomous spend management approach resonates with organizations seeking to rationalize and optimize their budgeting processes, often commencing with their procurement operations. These forward-thinking entities inherently grasp the transformative potential of leveraging machine learning and generative AI capabilities to tackle the sourcing problem.
And the convergence of machine learning, generative AI and autonomous sourcing platforms presents organizations with the ability to realize approximately 90% of the ZBB ideal in the present day. That’s happening via organizations using autonomous sourcing to consciously and strictly seek to rationalize every purchase and make data-driven decisions on every vendor relationship.
The commitment to data-driven evaluation of vendor relationships is actually super-important on the path to any form of zero-based decision-making basis. Why? Because it’s your best way of ensuring that you’re not locked into any partnerships or contractual arrangements that aren’t continuing to add value.
Even starting to explore this area of spend with proper data and analytical tools can move organizations off the proverbial sandbar of inefficiency. Last year, for instance, the Mays Business School published
The exciting prospect lies in the potential for modern businesses with diverse spending categories like marketing, HR, sales, IT, finance, and others to capitalize on significant cost-saving opportunities through AI-powered procurement solutions, e.g., accurate supplier sourcing and matching, e-negotiation and automated awarding capabilities.
ZBB’s future is now, not 30 years off
President Carter’s administration wanted to achieve such objectives and possibly on paper could have done — if they had all the time in the world, and exclusive access to the entire computing power of the United States at the time.
But even under those circumstances ZBB might not have worked — as without the efficiencies afforded by AI, ZBB would require manual sourcing, selecting, bidding, negotiating and awarding for every single purchase and vendor relationship in the business.
The truth is, fulfilling every aspect of ZBB manually, as envisioned by its originator,
Weighing it all up, maybe we can retire the notion that ZBB is the accounting industry’s version of fusion.
Instead, we can use the power of autonomous sourcing to perform the equivalent of fusion in the back office.
Finance
UST Finance Students Compete on Global Stage in CFA Research Challenge
A select team of students from the University of St. Thomas’ Cameron School of Business has officially launched its bid for the FY 2025–2026 Texas Region CFA (Certified Financial Analyst) Institute Research Challenge, a prestigious competition often referred to as the “Investment Olympics” for university students.
The CFA Institute Research Challenge is an annual competition that provides university students with hands-on mentoring and intensive training in financial analysis. The competition tests students’ analytical, valuation, report writing and presentation skills, challenging them to take on the role of real-world research analysts. The 2025–2026 cycle involves more than 6,000 students from more than1,000 universities worldwide.
Representing UST, the team is comprised of Team Captain Chih Jung Ting, MSF; Vice-Captain Daria Kostyukova, BBA/MSF; Reginald Paolo Laudato, BBA/MSF; Simon Wong, BBA in Finance; and Anjali Sebastian, BBA in Finance.
The team of five students has been selected to conduct an exhaustive equity analysis of a target company, competing against top-tier universities from around the Texas area.
“Taking part in the CFA Research Challenge has been the most intense and rewarding experience of my academic career,” said Chih Jung Ting, team captain. “We aren’t just reading case studies anymore—we are digging into real balance sheets, forecasting real economic shifts, and learning how to defend our ideas under pressure. It’s given us a true taste of what it means to be an analyst.”
The team is supported by Department Chair of Economics and Finance Dr. Joe Ueng, CFA, and faculty advisor Dr. Dan Hu. Assisting the team was industry mentor Matt Caire, CFA, CFP®, CMT from Vaughan Nelson, a seasoned professional who provides guidance on the intricacies of equity research.
“Our participation in the CFA Research Challenge is a testament to the caliber of our students and the strength of our curriculum,” said Dr. Ueng. “By applying advanced financial theory to a live market scenario, our students demonstrate that they are not just learners, but emerging professionals ready to contribute to the global financial community. We are incredibly proud of their dedication to academic excellence.”
Dr. Sidika Gülfem Bayram, the Cullen Foundation Endowed Chair of Finance and UST associate professor of Finance said participating in the CFA Research Challenge this year creates a pivotal moment for UST students.
“I’m impressed to see our students apply their curriculum knowledge to meet the depth and vast nature of the analysis required in such a fierce competition,” Dr. Bayram said. “I’m so proud of the effort the students put into the challenge.”
This year, the team has been tasked with analyzing Green Brick Partners, a publicly traded company in the consumer cyclical sector. During the past several months, the students have dedicated more than 150 hours to conducting a deep-dive analysis of the company’s business model and industry position, interviewing company management and financial experts, building complex financial models to determine the stock’s intrinsic value, and compiling an “Initiation of Coverage” report with a buy, sell or hold recommendation.
“Participating in the CFA Research Challenge allows our students to bridge the gap between classroom theory and the fast-paced world of investment management,” said Dr. Hu. “It demands a level of rigor and professional ethics that prepares them for the highest levels of the finance industry.”
The team will presented its findings and defended its recommendation before a panel of judges from leading investment firms at the CFA Society local final in late February. Winners of the local competition will advance to the subregional and regional rounds, with the goal of reaching the global finals in May 2026.
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Finance
Town Finance Director To Step Down In April
Nantucket’s municipal finance director Brian Turbitt has announced his resignation and will leave his position with the town on April 21st.
“With mixed emotion, I have submitted my resignation from the position of Town of Nantucket Director of Municipal Finance, effective April 21, to pursue an opportunity off-island,” Turbitt wrote in a message to the Current. “I have thoroughly enjoyed working with Town Manager Libby Gibson and her administration during the past 12 years and am extremely proud of all we have accomplished as a team. My time on Nantucket has been the experience of a lifetime, and one for which I am truly grateful and will never forget.”
Turbitt told the Current that despite his resignation, he will still attend the Annual Town Meeting in his current role on May 4th. Turbitt often presents and defends many of the town’s budget requests during the meeting, which falls just weeks after his scheduled departure date.
As the town’s chief financial officer, Turbitt oversees the town’s budget, guiding the $170 million operation. Turbitt has been with the town since 2014, but his 12-year tenure will end next month.
Finance
300 years of wars show they are ‘always disaster times’ for holders of government debt because of inflation and financial repression | Fortune
Government bonds, especially Treasuries, have long been seen as a safe haven during recessions, geopolitical calamities, and other market-moving disasters that create uncertainty.
But after looking at 300 years of U.S. and U.K. history, the Center for Economic Policy Research found that wars and pandemic-scale emergencies have pummeled holders of debt.
“The historical evidence reveals a striking pattern: government bonds have repeatedly generated substantial real losses during these extreme episodes,” authors Zhengyang Jiang, Hanno Lustig, Stijn Van Nieuwerburgh, and Mindy Xiaolan wrote. “They have even underperformed equities and real estates which are traditionally regarded as risky assets.”
That’s because wars typically triggered large increases in government spending, averaging about 7% of GDP annually during the first four years, and tax hikes alone were rarely sufficient for financing needs, they added.
The finding comes as the U.S. is waging war on Iran while the national debt has exploded to $39 trillion. The Pentagon is seeking more than $200 billion in a budget request for the conflict, sources told the Washington Post.
Across their dataset, the CEPR authors calculated that bondholders suffered average real losses of roughly 14% during the first four years of conflicts. The losses were so steep that they reduced the real value of government debt outstanding.
To add insult to injury, cumulative bond returns were more than 20% below the cumulative returns on stocks and real estate, the opposite of how those assets perform during financial crises or recessions.
“Whenever there is a major war, we observe a sharp decline in the bond performance — wars are always disaster times for bondholders,” they warned. “Similarly, the bondholders also suffered large losses during the ‘war on Covid-19.’”
Center for Economic Policy Research
A key factor in bond losses is inflation, according to CEPR, which said the cumulative rate averaged about 20% in the first four years of wars.
In fact, during the current U.S.-Israel war on Iran, Treasuries and government debt from other countries have sold off sharply as surging oil prices have raised expectations for elevated inflation while budget deficits are also seen worsening. Since the war began three weeks ago, the U.S. 10-year yield has soared more than 40 basis points.
But profligate spending wasn’t the only way inflation weighed on bonds. The think tank said it was often the result of policy choices to reduce debt burdens without explicitly defaulting, such as by suspending gold standard commitments.
Another reason bonds perform so poorly during wars is so-called financial repression, or government policies that curb borrowing costs by influencing financial markets. That prevents bond yields from keeping pace with inflation.
For example, the Federal Reserve implemented yield-curve control, capped Treasury rates, and launched massive bond buying during World War II.
CEPR’s findings have particular relevance for U.S. debt as Treasuries continue to form the foundation of the global financial system with the dollar serving as the world’s reserve currency.
That status has allowed the U.S. to borrow more cheaply than investors would otherwise allow. Meanwhile, the interest on U.S. debt is now the fastest-growing budget item and is already at $1 trillion a year. CEPR said its report presents governments with an important tradeoff.
“Protecting taxpayers from large spending shocks may require shifting part of the burden onto bondholders through inflation or financial repression,” it said. “Economic theory suggests that such policies may be optimal when taxation is highly distortionary. However, they also reduce the safety of government debt and may raise borrowing costs over time if investors anticipate these risks.”
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