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    How Teradata’s OneLake AI Integration At Teradata (TDC) Has Changed Its Investment Story

    Simply Wall St·09/05/2026 01:26:48
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    • Teradata Corporation recently announced that its Autonomous Knowledge Platform now integrates directly with Microsoft OneLake, allowing enterprises to run Teradata’s enterprise AI on OneLake data using open Apache Iceberg standards without ETL, duplication, or migration.
    • This move effectively embeds Teradata’s AI and analytics within the Microsoft Fabric ecosystem, letting organizations combine Teradata and OneLake data in place while preserving existing governance and access controls.
    • We’ll now examine how Teradata’s direct OneLake integration, enabling AI on data where it resides, could influence the company’s broader investment narrative.

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    Teradata Investment Narrative Recap

    To own Teradata, you need to believe it can turn its pivot to cloud and enterprise AI into durable recurring revenue while managing competition from hyperscalers and open-source tools. The OneLake integration looks directionally helpful for the near term by deepening Teradata’s role inside Microsoft Fabric, but it does not, by itself, resolve concerns around revenue volatility or the pace of new cloud ARR growth.

    Among recent announcements, the general availability of the Autonomous Knowledge Platform stands out as most relevant here, because OneLake integration is an extension of that same “AI where the data lives” story. Together, AKP and the Fabric tie-in speak directly to the main catalyst many investors are watching: whether Teradata’s newer AI and agent capabilities can offset shrinking legacy and services revenue and reduce dependence on internal deal timing.

    Yet behind this progress, investors should still be aware of how rising cloud-native and open-source competition could pressure Teradata’s pricing power and...

    Read the full narrative on Teradata (it's free!)

    Teradata's narrative projects $1.7 billion revenue and $102.4 million earnings by 2029. This implies relatively flat yearly revenue growth and a $318.6 million earnings decrease from $421.0 million today.

    Uncover how Teradata's forecasts yield a $34.88 fair value, a 24% upside to its current price.

    Exploring Other Perspectives

    TDC 1-Year Stock Price Chart
    TDC 1-Year Stock Price Chart

    Some analysts were already far more optimistic, expecting roughly US$1.8 billion of revenue and US$150.8 million of earnings by 2029, so this OneLake news could either strengthen that bullish case or highlight how uncertain execution on Teradata’s hybrid AI strategy still is.

    Explore 4 other fair value estimates on Teradata - why the stock might be worth just $34.00!

    Decide For Yourself

    Disagree with existing narratives? Extraordinary investment returns rarely come from following the herd, so go with your instincts.

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    This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.