Last Update 20 Mar 26

TDC: Recalibrated 2026 Software Outlook And Cash Returns Will Drive Upside Potential

Narrative Update: Teradata

Analysts have lifted their Teradata price targets by between $2 and $13, supported by research that points to recalibrated software sector views, updated discount rate assumptions, and adjusted future P/E expectations in the latest models.

Analyst Commentary

Recent research points to a cluster of price target increases for Teradata, with adjustments ranging from $2 to $13 across multiple firms. These moves are tied to refreshed software sector views, updated discount rate assumptions, and revised P/E frameworks in analyst models.

Bullish Takeaways

Bullish analysts are willing to assign higher price targets, suggesting they see room for Teradata shares to better reflect current software sector assumptions and revised valuation models.
The larger target hikes of $7 to $13 hint at growing confidence that Teradata can execute against sector expectations, especially as models recalibrate around 2026 outlooks for software.
In the context of revised discount rates and P/E assumptions, some research treats Teradata as having scope for re rating if execution aligns with the updated sector view.
The move from $24 to $27 at one major broker, even with a cautious rating in place, shows a willingness to recognize upside in the shares within a broader software re assessment.

Bearish Takeaways

Despite the higher price target to $27, one large firm keeps an Underweight rating, highlighting lingering concerns around relative upside versus other software names.
Bearish analysts appear cautious that, while macro and IT spending views are stable in their models, Teradata may still face execution risk in capturing sector level opportunities.
The fact that some research combines a higher target with a still cautious stance signals that valuation support alone is not enough without clearer evidence on growth and profitability drivers.
With the software group seen as out of favor, cautious voices flag the risk that any rerating for Teradata could be slow if investor appetite for the sector remains limited.

What's in the News

Teradata introduced new agentic and multi modal data capabilities for its Enterprise Vector Store, aiming to support generative AI and autonomous agents across hybrid, cloud, and on premises setups. Features include hybrid search, multi modal embeddings and LangChain integration, with availability expected from April 2026 (Product related announcement).
Unstructured and Teradata announced a partnership that embeds Unstructured’s data ingestion and preprocessing directly inside Teradata Enterprise Vector Store. This is intended to give customers a way to convert documents, images, video and audio into AI ready data within Teradata’s environment, with availability targeted for April 2026 (Client announcement).
Teradata reported on its long running share repurchase program, stating that from October 1, 2025 to December 31, 2025 it bought back 1,455,444 shares, or 1.55%, for US$37.04m under the buyback announced in February 2012. This takes cumulative repurchases under that authorization to 103,692,738 shares, or 83.79%, for US$3,892.83m (Buyback tranche update).
The company issued earnings guidance for 1Q 2026, with expected total revenue growth in a range of 1% to 3% year over year and GAAP diluted EPS of US$0.36 to US$0.40. For full year 2026, the company guided to total revenue in a range from a 2% decline to flat year over year and GAAP diluted EPS of US$1.26 to US$1.36 (Corporate guidance).
Teradata announced board changes tied to a cooperation agreement with Lynrock Lake LP, including the expected appointment of Melissa Fisher as a Class I director by March 1, 2026. Lynrock Lake committed to support the board’s full slate at the 2026 annual meeting under customary standstill and voting provisions (Investor activism agreement).

Valuation Changes

Fair Value: $35.73 is unchanged, indicating the core valuation output of the model remains the same.
Discount Rate: Risen slightly from 8.89% to 9.11%, implying a modestly higher required return applied to Teradata’s cash flows.
Revenue Growth: Kept effectively flat at about 86.58%, suggesting no material adjustment to the long term top line growth assumption in the model.
Net Profit Margin: Held essentially steady at around 10.14%, indicating no meaningful change to profitability assumptions.
Future P/E: Eased from 22.67x to 22.00x, pointing to a slightly lower valuation multiple being used for Teradata’s future earnings.

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Key Takeaways

Cloud-neutral platform, ongoing product innovation, and strategic partnerships position Teradata to capture demand from AI-driven workloads and expand its addressable market.
Organizational streamlining and increased recurring revenue are expected to improve margins, operating leverage, and long-term earnings growth.
Persistent top-line pressures, competitive threats, and slow cloud migration threaten Teradata's revenue stability, margin expansion, and long-term relevance amid evolving industry trends.

Catalysts

About Teradata

Provides a connected hybrid cloud analytics and data platform in the United States and internationally.What are the underlying business or industry changes driving this perspective?

The accelerating adoption of AI and GenAI initiatives among large enterprises is driving a surge in demand for robust data management and analytics infrastructure, positioning Teradata's hybrid platform to capture new, high-value workloads-supporting sustained recurring revenue growth and platform usage.
The enterprise migration toward multi-cloud and hybrid cloud architectures continues to expand, and Teradata's cloud-neutral, open ecosystem (along with strong on-prem capabilities) is enabling the company to serve complex, regulated industries and data sovereignty needs, broadening its addressable market and supporting both cloud ARR growth and customer retention.
Ongoing product innovation (AI Factory, Enterprise Vector Store, LLMOps, and open source MCP server) is increasing platform differentiation by integrating AI/ML capabilities and supporting industry-specific use cases, which is expected to drive higher average contract values and improve net retention rates over time.
Recent organizational streamlining, leadership changes, and integration of go-to-market/product/marketing functions are expected to create meaningful operating leverage, reduce SG&A and service-related costs, and ultimately expand net margins and free cash flow as recurring revenue becomes a larger portion of the business.
Strategic partnerships (e.g., with NVIDIA, ServiceNow, Salesforce, Fivetran) are providing access to new AI-driven workloads and enabling seamless data integration across enterprise environments, further driving ARR expansion and increasing Teradata's relevance in the converging analytics, data warehousing, and AI landscape, which should positively impact revenue and long-term earnings.

Teradata Future Earnings and Revenue Growth

Assumptions

How have these above catalysts been quantified?

Analysts are assuming Teradata's revenue will remain fairly flat over the next 3 years.
Analysts assume that profit margins will increase from 7.8% today to 10.1% in 3 years time.
Analysts expect earnings to reach $173.0 million (and earnings per share of $1.63) by about March 2029, up from $130.0 million today.
In order for the above numbers to justify the price target of the analysts, the company would need to trade at a PE ratio of 22.2x on those 2029 earnings, up from 19.2x today. This future PE is lower than the current PE for the US Software industry at 29.0x.
Analysts expect the number of shares outstanding to decline by 3.56% per year for the next 3 years.
To value all of this in today's terms, we will use a discount rate of 9.11%, as per the Simply Wall St company report.

Risks

What could happen that would invalidate this narrative?

Ongoing revenue headwinds, with total revenue declining 6–7% year-over-year and recurring revenue declining 4% year-over-year, highlight persistent top-line pressure that, if not reversed, could dampen long-term earnings growth and reduce the company's ability to expand margins.
Difficulty in accelerating cloud migrations and recurring revenue growth-cloud ARR growth, though positive at 15–17%, remains partly driven by migration/expansion within the existing base rather than robust net-new customer wins; reliance on internal deal pull-forwards in Q2 also suggests inconsistent underlying momentum, posing risks to sustainable revenue expansion and net margin improvement.
Heightened competition from cloud-native hyperscalers (AWS, Azure, Google) and the rise of open-source/lakehouse analytics solutions risks eroding Teradata's addressable market and pressuring pricing, which could negatively impact long-term revenue resilience and force higher R&D expense to maintain competitiveness, thereby suppressing net margins.
Industry shifts toward serverless, cloud-native, and AI-integrated platforms may undermine the relevance of Teradata's hybrid and on-prem offerings over time, potentially increasing customer churn and volatility in earnings if migration to Teradata's newer platforms lags or fails to attract incremental workloads at scale.
Ongoing declines and uncertainties in service revenues (down 19–20% year-over-year) and the need for recurring restructuring/cost optimization indicate structural challenges; continued contraction could limit operational flexibility and curtail free cash flow generation despite efforts to optimize the expense base.

Valuation

How have all the factors above been brought together to estimate a fair value?

The analysts have a consensus price target of $35.73 for Teradata based on their expectations of its future earnings growth, profit margins and other risk factors.
However, there is a degree of disagreement amongst analysts, with the most bullish reporting a price target of $49.0, and the most bearish reporting a price target of just $22.0.
In order for you to agree with the analysts, you'd need to believe that by 2029, revenues will be $1.7 billion, earnings will come to $173.0 million, and it would be trading on a PE ratio of 22.2x, assuming you use a discount rate of 9.1%.
Given the current share price of $27.02, the analyst price target of $35.73 is 24.4% higher.
We always encourage you to reach your own conclusions though. So sense check these analyst numbers against your own assumptions and expectations based on your understanding of the business and what you believe is probable.

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Disclaimer

AnalystConsensusTarget is a tool utilizing a Large Language Model (LLM) that ingests data on consensus price targets, forecasted revenue and earnings figures, as well as the transcripts of earnings calls to produce qualitative analysis. The narratives produced by AnalystConsensusTarget are general in nature and are based solely on analyst data and publicly-available material published by the respective companies. These scenarios are not indicative of the company's future performance and are exploratory in nature. Simply Wall St has no position in the company(s) mentioned. Simply Wall St may provide the securities issuer or related entities with website advertising services for a fee, on an arm's length basis. These relationships have no impact on the way we conduct our business, the content we host, or how our content is served to users. The price targets and estimates used are consensus data, and do not constitute a recommendation to buy or sell any stock, and they do not take account of your objectives, or your financial situation. Note that AnalystConsensusTarget's analysis may not factor in the latest price-sensitive company announcements or qualitative material.

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