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AI Analytics Firm Dataiku Taps Banks for 2026 U.S. IPO Plans

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Artificial intelligence and data analytics startup Dataiku has selected a group of major investment banks, including Morgan Stanley and Citigroup, to lead its long-anticipated initial public offering (IPO) in the United States, according to sources familiar with the matter.

The New York-based company held an internal meeting on Wednesday to officially kick off IPO preparations, with a potential listing targeted for the first half of 2026, the sources said. However, they noted that timing and deal size remain under discussion and could shift depending on market conditions.

Dataiku, founded in 2013, develops software platforms that help enterprises build, test, and deploy AI-driven analytics applications. The company’s tools are used by more than 700 organizations worldwide, including major corporations such as Johnson & Johnson, Toyota, General Electric, and BNP Paribas.

In January 2025, Dataiku said it had surpassed $300 million in annualized recurring revenue (ARR) — a key milestone signaling strong customer retention and subscription growth.

The company was last valued at $3.7 billion following a $200 million Series F funding round in December 2022, led by Wellington Management with participation from existing backers.

An IPO would mark a major step for Dataiku, placing it among a growing wave of AI and software firms looking to capitalize on investor enthusiasm for artificial intelligence. According to Dealogic, 97 companies went public in the third quarter of this year, raising over $24 billion, marking the busiest period for listings since late 2021.

AI-related firms such as Klarna, Figma, and Anthropic have driven renewed momentum in technology listings as markets recover from a two-year IPO drought.

Representatives for Dataiku and Morgan Stanley declined to comment, while Citigroup did not respond to requests for comment.

Analysts say a successful Dataiku listing could further validate investor appetite for AI infrastructure and enterprise analytics companies, which form a critical layer beneath high-profile players like OpenAI and Nvidia.

“Dataiku sits in a sweet spot between enterprise analytics and applied AI,” said one venture capital analyst. “A well-timed IPO could position it as one of the most important public players in AI software beyond model developers.”

If market conditions remain favorable, Dataiku’s IPO could become one of the largest AI software listings of 2026, solidifying its role as a major competitor in the fast-growing enterprise data intelligence market.

xAI Co-Founder Igor Babuschkin Leaves to Launch AI Safety Investment Firm

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Igor Babuschkin, co-founder of Elon Musk’s AI startup xAI, announced his departure on Wednesday to launch Babuschkin Ventures, an investment firm focused on AI safety research. Babuschkin, who previously worked at Google’s DeepMind and OpenAI, played a key role at xAI in developing foundational tools for model training and overseeing engineering across infrastructure, product, and applied AI projects.

xAI, launched by Musk in 2023 to challenge Big Tech’s AI efforts, has faced recent executive departures, including legal head Robert Keele and X CEO Linda Yaccarino. Babuschkin’s exit comes amid intense competition in the AI sector, with companies like OpenAI, Google, and Anthropic heavily investing in advanced system development.

Grammarly to Acquire Email Startup Superhuman in Strategic AI Expansion

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Grammarly has announced an agreement to acquire Superhuman, an email efficiency startup, as part of its broader strategy to build an AI-powered productivity platform and diversify its business offerings, company executives told Reuters. Financial details of the deal were not disclosed.

Superhuman, known for its exclusive email tool and a lengthy waitlist for new users, was last valued at $825 million in 2021 and currently generates about $35 million in annual revenue. The San Francisco-based company is recognized for integrating AI features aimed at enhancing email productivity, with users reportedly sending and responding to 72% more emails per hour. The use of AI tools for composing emails on the platform has increased fivefold over the past year.

Grammarly, which recently secured $1 billion in funding from General Catalyst, has more than 40 million daily users and annual revenue exceeding $700 million. Founded in 2009, Grammarly is evolving beyond grammar correction and is considering a rebrand to reflect its expanded ambitions.

The acquisition of Superhuman follows Grammarly’s 2023 purchase of Coda, a startup that added AI-powered research, analysis, and collaboration tools to its suite. CEO Shishir Mehrotra described email as the next logical focus, noting that professionals spend roughly three hours a day in their inboxes, making email a critical communication and productivity tool.

Superhuman’s CEO Rahul Vohra will join Grammarly, along with over 100 Superhuman employees. Mehrotra emphasized that the Superhuman product, team, and brand will remain intact, continuing to serve tens of thousands of users. Vohra expressed optimism that the acquisition will provide Superhuman with greater resources to invest heavily in AI and expand into related areas such as calendars, tasks, and collaboration features.

Both leaders envision integrating Grammarly’s AI agents directly into Superhuman, creating a network of specialized AI tools that streamline workflows by pulling data from emails, documents, and other digital sources. This integration aims to reduce time spent searching for information or drafting responses.

Grammarly and Superhuman will join a competitive market for AI productivity tools, contending with established tech giants like Salesforce and numerous startups.