AI Unicorn Dataiku Taps Morgan Stanley, Citi for Landmark US IPO

NEW YORK, NY—In a significant move underscoring the enduring appetite for high-growth artificial intelligence companies, data analytics startup Dataiku has selected a roster of prominent investment banks, including Morgan Stanley and Citigroup, to lead its anticipated initial public offering (IPO) in the United States. Sources familiar with the matter indicate that the New York-based company has formally kicked off preparations for the listing, which could materialize as soon as the first half of 2026.

The selection of these Wall Street titans signals Dataiku’s serious commitment to a major public debut, a step long awaited by the market given its robust funding history and “unicorn” status. The IPO is poised to be one of the marquee technology listings in the coming cycle, capitalizing on the massive wave of investor optimism surrounding enterprise AI and data enablement platforms.

The Underwriters: A Vote of Confidence

The decision to choose Morgan Stanley and Citigroup—often primary players in the largest and most complex tech IPOs—lends considerable credence to Dataiku’s scale and ambition. While details of the full syndicate of banks remain under wraps, the presence of these two firms suggests the company is aiming for a substantial valuation and requires the full force of their global distribution and institutional investor relationships.

Morgan Stanley, renowned for its pre-eminent technology investment banking practice, has historically guided some of the sector’s most high-profile debuts. Their selection highlights Dataiku’s perceived maturity and readiness for the rigorous public market scrutiny that comes with a flagship listing.

Citigroup, with its extensive global reach and strong balance sheet, will provide crucial support in broadening the investor base beyond traditional technology-focused funds, likely tapping into European and other international capital pools, reflecting Dataiku’s multinational origins and client base.

Representatives for Dataiku, Morgan Stanley, and Citigroup have, in the typical fashion for companies preparing a confidential filing, declined to comment on the matter.

Driving the AI Revolution

Dataiku’s platform is central to its appeal. Founded in 2013, the company provides an “Everyday AI” platform designed to help organizations of all sizes build, deploy, and govern artificial intelligence and machine learning models at scale. In essence, it democratizes data science, making complex analytics accessible to a wider range of personnel within a business, not just specialized data scientists. This focus on collaboration and end-to-end governance has positioned Dataiku as a critical infrastructure layer for enterprises serious about transitioning from pilot projects to full-scale, operational AI.

The company’s customer list is a testament to its enterprise adoption, featuring more than 700 organizations worldwide, including global giants like Johnson & Johnson, Toyota, General Electric, and BNP Paribas. This blue-chip roster indicates strong recurring revenue and a sticky product essential to core business functions.

The timing of the IPO preparations is particularly strategic. The broader technology IPO market, after a prolonged period of dormancy, has shown clear signs of a rebound. This resurgence, fueled in part by intense investor excitement around AI and machine learning advancements, makes the window of the first half of 2026 a potentially opportune moment for Dataiku to go public.

Valuation and Financial Milestones

Dataiku’s valuation journey reflects its consistent growth and the increasing market recognition of its mission.

• Last Private Valuation: The company last raised capital in a Series F round in December 2022, pulling in $200 million in funding led by Wellington Management. This round valued the company at $3.7 billion.

• Revenue Growth: The company has continued to demonstrate strong financial momentum, having surpassed $300 million in annualized recurring revenue (ARR) earlier this year. Such a figure places it firmly in the category of a major software-as-a-service (SaaS) provider poised for a multi-billion-dollar valuation on the public market.

The selection of tier-one banks suggests that the ultimate target valuation for the IPO will likely significantly exceed its last private funding round, leveraging the current high multiples assigned to best-in-class AI software companies.

The Path to an IPO: Confidential Filing and Due Diligence

The process now moves into a critical phase. Dataiku will work closely with its lead underwriters to prepare a confidential S-1 filing with the U.S. Securities and Exchange Commission (SEC). This filing will provide a detailed look into the company’s financial performance, risk factors, and growth strategy—information that is highly guarded in the private stage.

Key elements of this preparation will include:

1. Financial Structuring: Working to ensure all financial metrics, reporting, and accounting practices meet the stringent demands of public markets.

2. Investor Story: Crafting a compelling narrative for public market investors, clearly articulating its competitive advantage against rivals and its long-term total addressable market (TAM).

3. Governance & Compliance: Finalizing corporate governance structures, internal controls, and board composition to satisfy public company requirements.

The anticipated first half of 2026 target allows Dataiku time to demonstrate continued, strong revenue growth and potentially achieve profitability, which would significantly enhance its attractiveness to institutional investors looking for a blend of growth and financial discipline.

The Broader AI Market Context

Dataiku’s impending IPO is part of a larger trend. Technology firms, particularly those specializing in software, cybersecurity, and financial technology, have been tapping into the buoyant investor sentiment around artificial intelligence. The success of other recent listings and the continued, explosive advancements in generative AI and machine learning have created a favorable environment for companies that provide the foundational tools to make AI operational within the enterprise.

Dataiku’s platform, which focuses on democratizing the use of data and AI across an organization, is seen as crucial for enterprises looking to fully integrate AI, an area where spending is forecast to soar for the rest of the decade. The IPO will offer public market investors a direct investment opportunity into a pure-play enterprise AI enablement firm at a pivotal moment in the technology’s adoption cycle.

Looking Ahead

While the selection of Morgan Stanley and Citigroup marks a major milestone, the journey to the public market is subject to global economic conditions, market volatility, and the internal preparedness of the company. However, for a high-performing AI company like Dataiku, the pieces are falling into place for what could be a landmark public debut, cementing its position as a global leader in the data and AI ecosystem. The world’s financial markets will be watching closely as this AI unicorn prepares for its grand entrance.