TDC

Analyst Note: Teradata Corporation (TDC)

Date: 2026-06-20 Subject: Structural Setup Analysis & Business Fundamentals

1. Structural Readiness

Current Price: $30.88 Conservative Entry: — (Not yet actionable; requires confirmed breakout) Aggressive Entry: $34.84 (Pre-breakout / forming entry) Breakout Level: $41.78 (Resistance level that must be cleared to confirm the setup) Extension: — ATR (Current): 4.5% (High volatility bucket)

Analysis:

2. Thesis Layer

Thesis Classification: TACTICAL / Setup-Led Secular Exposure: None explicitly named at this date.

This is a tactical, setup-led name. There is no named macro or secular thesis driving the immediate setup at this specific date. The investment case must be judged strictly on the quality of the structural setup (the coil formation) and the underlying business fundamentals as reported by management. We do not invent a thesis; we evaluate the setup quality against the available evidence of business health.

3. Business Fundamentals

Company Overview: Teradata Corporation operates in the Technology sector, providing data analytics and AI platforms. The company's core business model relies on a high mix of recurring revenue, which management notes increases the predictability of revenue and the durability of future cash flows.

Key Business Metrics & Evidence (as of Q1 2026 / May 2026):

• Recurring Revenue Growth: Management reported that recurring revenue grew 12% year-over-year in the most recent period. However, for the second quarter of 2026, management expects recurring revenue to be flat to down 2% year-over-year.
• Total ARR: As of Q1 2026, Total Annual Recurring Revenue (ARR) was $1.492 billion, up 3% from $1.442 billion in Q1 2025 (including a 1% positive impact from foreign currency).
• Public Cloud ARR: A key growth driver, Public Cloud ARR reached $686 million in Q1 2026, up 13% year-over-year from $606 million. Management attributes this growth to customer demand and migration activity.
• Profitability & Margins:
• Operating Margin: Management anticipates approximately 100 basis points of operating margin expansion for the full year 2026.
• Gross Margin: Increased to 62.2% in Q1 2026 from 59.3% in Q1 2025, driven by a greater mix of recurring revenue.
• Free Cash Flow: Management increased the outlook for adjusted free cash flow for 2026 to a range of $320 million to $340 million, citing the strength of Q1.
• Customer & Market Dynamics:
• Diversification: No single customer represents 10% or more of total revenue.
• AI Adoption: The company delivered over 150 AI engagements in 2025. Customer interest in AI-driven use cases is growing, with specific wins including a pan-European bank renewal and a Latin American financial institution adding AI services for governance and lifecycle management.
• Global Reach: Approximately 70% of the 5,100 global employees are located outside the United States.

4. Archetype and Conviction

Archetype: Quality Compounder Rationale: The name fits the "Quality Compounder" archetype based on the structural shift toward recurring revenue and margin expansion.

• Margin Inflector: The gross margin expansion (59.3% to 62.2%) and the anticipated 100 bps operating margin expansion indicate a successful shift in business mix toward higher-margin recurring and cloud services.
• Cash Flow Durability: The strong free cash flow outlook ($320M–$340M) and the high percentage of recurring revenue support the "compounder" narrative of durable cash generation.
• Conviction Stack:
• Thesis Strength: Moderate (Tactical setup, no external macro thesis).
• Evidence Quality: High. Multiple primary sources (earnings transcripts, 10-Q/10-K filings) confirm ARR growth, margin expansion, and specific customer wins in high-value sectors (Financial Services, Public Sector).
• Rerating Potential: Dependent on the successful execution of the Public Cloud migration strategy and the realization of the AI engagement pipeline.

ATR Context: The current ATR of 4.5% is in the "high" bucket (4–6%). This is historically a "sweet spot" for volatility, offering sufficient movement to capture a breakout but not so extreme (>8%) that it signals a severe structural breakdown risk.

5. Invalidations, Strengths, and Gaps

What Would Invalidate the Case:

• Fundamental: A significant deterioration in Public Cloud ARR growth or a failure to meet the $320M–$340M free cash flow guidance.
• Management: A downgrade in the 2026 operating margin expansion guidance or a reversal in the recurring revenue trend beyond the stated Q2 flat/down expectation.

What Would Strengthen the Case:

• Structural: A confirmed daily close above the breakout level of $41.78.
• Fundamental: Acceleration in Public Cloud ARR growth beyond the 13% Q1 rate or an increase in the number of AI engagements beyond the 150 delivered in 2025.
• Customer: Announcements of additional large-scale enterprise renewals or expansions in the Financial Services or Public Sector verticals.

Gaps in Evidence:

• Valuation Context: While financial metrics are strong, there is no explicit valuation multiple (P/E, EV/EBITDA) or peer comparison data provided in the evidence block to assess if the current price ($30.88) is cheap or expensive relative to earnings.
• Competitive Landscape: No specific evidence regarding competitive pressures from hyperscalers or other data analytics providers is provided in the source documents.
• Q2 Specifics: The evidence for Q2 2026 is limited to guidance (flat/down recurring revenue) rather than actual results, as the date is June 20, 2026, and Q2 results may not be fully finalized or reported in the provided text.

PRIVATE ANALYST CALL

Judgment: Speculative Confidence: medium Key evidence: Public Cloud ARR grew 13% YoY to $686M; Gross margin expanded to 62.2% driven by recurring mix; Management raised FCF guidance to $320M-$340M; No single customer exceeds 10% of revenue. Key risks: Q2 recurring revenue expected to be flat to down 2% YoY; Setup is still forming and requires a $41.78 breakout to confirm; High ATR (4.5%) implies elevated volatility risk; No named secular thesis to support immediate rerating. Sizing hint: Position size should reflect the partial readiness of the forming coil and the high volatility bucket; avoid full allocation until breakout confirmation. Expected horizon: 3 to 6 months for the setup to resolve into a confirmed breakout or invalidation. Failure mode to watch: A daily close below $30.36, which would invalidate the coil structure and signal a breakdown in the current support level.