How to Appraise the AI Craze

December 19, 2023 | Devon Waskiewicz, Client Analyst

This chart description is for illustrative purposes only and its accuracy cannot be guaranteed. Please see full disclosures at end of PDF document in the web post. General description: Column chart showing precent of U.S. venture funding going to AI-related startups. Chart subtitle: Venture capital money has poured into companies tied to artificial intelligence since the start of the year due to advances in the field. Chart source: Crunchbase as of June 30, 2023. Chart visual description: Y-axis labeled “Percent of U.S. Venture Funding Going to AI.-Related Startups” and ranges from 0% to 30%. X-axis labels six columns by year, from 2018 through 2023 (1Q-2Q). Each column is plotted in a shade of purple, from light to dark. Chart data description: 2018: 11%. 2019: 15%. 2020: 12%. 2021: 13%. 2022: 11%. 2023 (1Q-2Q): 26%. End chart description. See disclosures at end of document.

Even the most casual observers of market dynamics are likely aware that investor interest in artificial intelligence (AI) has surged in recent time. Within public equity markets, the share prices of companies tied to AI like Meta, Microsoft, and Nvidia have seen massive rallies since the start of the year, and a similar story exists in the world of venture capital. On a year-to-date basis through June 30, 2023, which is the most recent date for which information is available, companies focused on AI-related initiatives received 26% of total U.S. venture funding according to Crunchbase. This number represents a significant increase from the 11% figure posted in 2022. According to Pitchbook, a total of $23.2 billion has been committed to generative AI start-up businesses in 2023 through mid-October, which is already an increase of 250% when compared to last year’s total.

There are several factors that help to explain this surge in investor interest. First, recent advances in the field of generative AI have allowed for the automation of creative processes that have applicability across the market spectrum. To that point, a recent survey conducted by Boston Consulting Group found that roughly 70% of marketing companies are already employing generative AI processes for a variety of use cases including content creation and the personalization of advertising. Additionally, the field of adaptive AI, which includes machine learning, has also seen progress in recent time, with many companies now using these tools in forecasting and data analysis. Indeed, whether these new technologies are utilized to increase efficiency or decrease costs, it is clear that businesses across the economy find the benefits of AI extremely appealing, as do many investors.

Given the significant capital flows into the AI space this year, readers may be questioning the extent to which the current landscape mirrors that of the Dot-Com Bubble of the late 1990s. While it is likely too early to answer that question, it is clear that not all AI-related companies will succeed in the long run, and investors with excessive exposures to the space may be taking on elevated risk levels given a lack of diversification. At the same time, the use cases of AI are clearly significant and broad, so market participants will certainly benefit from some level of exposure to the space across both public and private markets. This dynamic speaks to the importance of investment manager due diligence and selection, which Marquette conducts on an ongoing basis across the asset class spectrum.

Print PDF

Devon Waskiewicz
Client Analyst

Get to Know Devon

The opinions expressed herein are those of Marquette Associates, Inc. (“Marquette”), and are subject to change without notice. This material is not financial advice or an offer to purchase or sell any product. Marquette reserves the right to modify its current investment strategies and techniques based on changing market dynamics or client needs.

Related Content

Dual-axis line chart comparing LBO/M&A/Recapitalization Activity, its average level, and the SOFR (90-Day) rate from 3Q18 through 2Q26. LBO/M&A/Recapitalization Activity ranges from approximately $0 billion to $100 billion, while SOFR ranges from 0% to approximately 5%. For full dataset, please contact marquettemarketing@marquetteassociates.com.

09.21.2026

Let’s Make a Deal

For much of the past several years, the conventional view has been that higher interest rates and stretched valuations would…

09.15.2026

Continuation Vehicles: Worth the Wait?

Over the past decade, continuation vehicles (“CV”) have become one of the fastest-growing trends in private equity. Private equity funds…

Line chart comparing annualized return and annualized risk for stock-bond portfolio combinations from 1976-2019 and 2020-2026. Two lines show the range of return and risk outcomes across portfolio allocations during each period. For full dataset, please contact marquettemarketing@marquetteassociates.com.

09.14.2026

No More Free Lunch?

There are many great things about working at Marquette Associates, but “Free Lunch Tuesday” is right at the top of…

Combination stacked column and line chart comparing EMD fund flows (columns) and index cumulative returns (lines), June 2024 to present. Indices used: JPM EMBI GD Index and JPM GBI EM GD Index. Since May 2025, Monthly Flows have been positive, with the exception of March 2026. Most recent datapoint: July 31, 2026 Hard Currency Flows $1.2B, Local Currency $1.6B, JPM EMBI GD Index at 21.2%, JPM GBI EM GD Index at 23.1%. For full dataset, please contact marquettemarketing@marquetteassociates.com.

09.08.2026

EMD’s Second Chance?

Over the last several years, emerging market debt (EMD) has faced several headwinds, with rising yields across other fixed income…

Combination stacked column and line chart showing U.S. Buyout (private equity) Net Asset Value holding periods, 2011 to 2025. Column categories include holding periods

08.31.2026

Zombie, Inc.

Private equity has always had a few portfolio companies that refused to leave the party. Today, however, the industry appears…

Five-line chart comparing yield on 30-year debt instrument for the United States, United Kingdon, France, Germany, and Japan, December 2021 to August 21, 2026. First data point in order listed previously: 1.9%, 1.1%, 0.9%, 0.2%, 0.7%. Most recent: 5.3%, 5.8%, 4.9%, 3.8%, 4.1%. For full dataset, please contact marquettemarketing@marquetteassociates.com.

08.24.2026

Long Weakened

The global bond market is facing renewed pressure as investors demand higher yields to hold long-dated government debt, pushing borrowing…

More articles

Subscribe to Research Email Alerts

Research Email Alert Subscription

Research alerts keep you updated on our latest research publications. Simply enter your contact information, choose the research alerts you would like to receive and click Subscribe. Alerts will be sent as research is published.

We respect your privacy. We will never share or sell your information.

Thank You

We appreciate your interest in Marquette Associates.

If you have questions or need further information, please contact us directly and we will respond to your inquiry within 24 hours.

Contact Us >