TDC · Analyze — Financebot

Date: 2026-03-21 Price: ~$26.83 | Market Cap: ~$2.5B | 52-Week Range: $18.43 – $41.78 Sector: Technology — Software Infrastructure | Industry: Enterprise Data Warehousing / Analytics

Phase 1: Fundamentals Analyst

Revenue & Growth

Metric	2022	2023	2024	2025	Trend
Total Revenue ($M)	1,795	1,833	1,750	1,663	Declining
Revenue YoY Growth	—	+2.1%	-4.5%	-5.0%	Accelerating decline
Gross Profit ($M)	1,081	1,115	1,058	987	Declining
Gross Margin	60.2%	60.8%	60.5%	59.4%	Slight compression
Operating Income ($M)	118	186	209	205	Improved then flat
Operating Margin	6.6%	10.1%	11.9%	12.3%	Improving
Net Income ($M)	33	62	114	130	Strong improvement
Diluted EPS	$0.31	$0.61	$1.16	$1.35	+58% CAGR (3yr)

Revenue CAGR (3yr, 2022→2025): -2.5% — revenue is shrinking as on-prem contracts roll off faster than cloud replacements ramp.

Net Income CAGR (3yr): +57.8% — driven entirely by cost discipline, not top-line growth.

2026 Guidance: Revenue between -2% and flat ($1,630M–$1,663M). Non-GAAP EPS $2.55–$2.65. FCF $310M–$330M.

ARR Breakdown

Metric	2024	2025	Growth
Cloud ARR ($M)	609	701	+15.1%
Total ARR ($M)	1,474	1,522	+3.3%
On-Prem ARR ($M)	~865	~821	-5.1%

The core dynamic: cloud ARR is growing at ~15%, but on-prem is eroding at ~5%, netting to low-single-digit total ARR growth. Cloud must reach ~60% of total ARR before total ARR accelerates meaningfully (currently ~46%).

Free Cash Flow

Metric	2022	2023	2024	2025	Trend
Operating CF ($M)	419	375	303	305	Declining then stable
CapEx ($M)	16	20	26	20	Low & stable
Free Cash Flow ($M)	403	355	277	285	Declining
FCF Margin	22.5%	19.4%	15.8%	17.1%	Compressed
FCF/Share	$3.81	$3.47	$2.82	$2.98	Declining (per-share better)

FCF CAGR (3yr, 2022→2025): -10.9% absolute, -7.9% per-share (buybacks cushion)

2026 FCF Guidance: $310M–$330M = significant improvement over 2025's $285M (+9% to +16%). At ~92M shares, that's $3.37–$3.59/share.

P/FCF (current): $2.5B / $285M = 8.8x (TTM) | On 2026 guidance midpoint: 7.8x

Capital Allocation (2025)

Use	Amount ($M)	% of FCF
Share Buybacks	140	49%
Debt Repayment	94	33%
Retained/Other	51	18%
Total FCF	285	100%

Capital allocation is rational: buybacks + debt paydown consume ~82% of FCF. No dividend (appropriate for a business in transition). Buyback pace has slowed from $387M in 2022 to $140M in 2025 — management is conserving cash as revenue declines.

Shares Outstanding

Year	Shares (M)	YoY Reduction
2022	101.1	—
2023	97.9	-3.2%
2024	95.1	-2.9%
2025	92.5	-2.7%

3-Year Reduction: 8.5% (from 101.1M to 92.5M). Diluted shares dropped from 105.8M to 96.6M (8.7%). This is genuinely accretive — per-share metrics are better than absolute metrics across the board.

Debt & Balance Sheet

Metric	2022	2023	2024	2025
Total Debt ($M)	637	640	576	557
Cash ($M)	569	486	420	493
Net Debt ($M)	68	154	156	64
Total Assets ($M)	2,022	1,873	1,704	1,779
Debt/Assets	31.5%	34.2%	33.8%	31.3%
Stockholders' Equity ($M)	258	135	133	230

Net debt of just $64M against $285M FCF = 0.2x leverage. Balance sheet is clean. Debt/assets stable at ~31%. Equity is recovering after heavy buyback-driven erosion.

Stock-Based Compensation

Year	SBC ($M)	% of Revenue	% of FCF
2022	126	7.0%	31.3%
2023	126	6.9%	35.5%
2024	119	6.8%	42.9%
2025	112	6.7%	39.3%

SBC at 6.7% of revenue is moderate for enterprise software (peers range 10–25%). However, SBC as % of FCF at ~39% is elevated — meaning the "real" FCF after dilution costs is materially lower. Adjusted FCF (FCF minus SBC) = $173M, or ~$1.87/share. The buybacks more than offset SBC dilution (buying back $140M vs. $112M SBC), so net share count is still declining.

ROIC & ROE

Metric	2022	2023	2024	2025
ROIC (NOPAT/Invested Capital)	4.4%	9.8%	18.6%	18.9%
ROE (NI/Equity)	12.8%	45.9%	85.7%	56.5%

ROIC improvement from 4.4% to 18.9% over 3 years is excellent — this reflects genuine operational efficiency gains. ROE is artificially inflated by the thin equity base (heavy buybacks). ROIC is the more meaningful metric here and it tells a positive story about capital efficiency.

Fundamentals Verdict

Teradata is a structurally declining revenue business with improving profitability and strong cash generation. Top line is shrinking ~3-5% annually, but margins are expanding, EPS is growing, and FCF is stabilizing with a guided uptick in 2026. Per-share metrics are enhanced by disciplined buybacks. The balance sheet is clean with minimal net debt.

Phase 1: Sentiment & Intelligence Analyst

Analyst Consensus

Rating	Count
Strong Buy	2
Buy	2
Hold	4
Sell	1
Strong Sell	2
Consensus	Mixed — Lean Hold

Average 12-month price target: ~$35 (per web sources), implying ~30% upside. The rating distribution is unusually polarized — 4 bulls vs. 3 bears with 4 holds in the middle. This signals genuine disagreement about Teradata's trajectory, not apathy.

Recent Catalysts

Q4 2025 Earnings Beat (Feb 2026): Revenue, recurring revenue, and FCF all beat expectations. Stock rallied ~40% from its $20 lows to ~$28-31 range. Cloud ARR growth of 15% and margin expansion exceeded Street expectations.
Board Refresh: New board members added alongside earnings, signaling potential strategic changes.
AI Product Launches: Teradata MCP Server for agentic AI, ClearScape Analytics updates for ONNX models and LLM integration (Azure OpenAI, Bedrock, Gemini). Positioning Teradata's data gravity as the foundation for enterprise AI.
2026 Guidance: FCF guided up ($310M–$330M vs. $285M in 2025), cloud ARR low double-digit growth. Revenue still guided flat to down — the transition isn't complete.

Insider Activity

Director Michael Gianoni sold 25,000 shares ($749K) in Feb 2026 — a notable sale.
CAO Scot Frazier Rogers received 53,630 RSU grant — standard compensation.
No pattern of aggressive insider buying at these prices, which would be a bullish signal.

Why Is TDC So Cheap? The Bear Case the Market is Pricing

Revenue decline with no clear bottom. Revenue has fallen from $1.83B (2023) to $1.66B (2025) with 2026 guided flat-to-down again. The market prices revenue direction heavily.
On-prem erosion may accelerate. On-prem ARR is declining ~5% — if large enterprise customers decide to migrate to Snowflake/Databricks instead of Vantage Cloud, the erosion rate could jump.
Cloud ARR is growing but subscale. $701M cloud ARR growing 15% sounds good, but Snowflake does $4B+ at 29% growth, Databricks $5B+ at 55% growth. Teradata is bringing a knife to a gunfight in cloud.
SBC eats a third of FCF. Real economic FCF after dilution costs is ~$173M, not $285M.
No M&A premium priced in. Despite a cheap valuation, there are no credible take-private or acquisition rumors. PE firms typically target companies with revenue growth or clear catalysts — TDC's declining revenue makes it less attractive as an LBO candidate.

Competitive Dynamics

Snowflake: 20%+ market share in cloud data warehousing, growing at 29%. Teradata's direct competitor and the reason customers leave.
Databricks: ~8% market share, growing 55%. Lakehouse model threatens the traditional data warehouse paradigm.
Google BigQuery, AWS Redshift, Microsoft Fabric: Hyperscaler-embedded solutions with bundling advantages.
Oracle: On-prem legacy competitor also transitioning to cloud (Autonomous Database).

Teradata ranks 22nd in DB-Engines popularity for data warehousing vs. Snowflake at 6th. The market is moving toward Teradata's competitors, not toward Teradata.

Sentiment Verdict

Market sentiment is deeply skeptical, reflected in the sub-10x P/FCF multiple. The Q4 beat and board refresh created a temporary rally, but the stock has given back gains. Insiders aren't buying aggressively. The bear case (declining revenue, competitive displacement) is well-articulated and dominant. The bull case (AI positioning, data gravity, FCF stability) exists but hasn't convinced the market.

Phase 1: Moat Analyst (Qualitative)

Competitive Advantage Assessment

1. Data Gravity Moat — MODERATE

Teradata's primary moat is data gravity: Fortune 500 enterprises have petabytes of structured data in Teradata systems, often accumulated over 15-20+ years. Migrating this data is: - Expensive ($10M+ for large enterprises) - Risky (business-critical reporting pipelines) - Time-consuming (12-24 month projects) - Operationally disruptive (rewriting SQL, retraining staff)

This creates genuine switching costs — but they are depreciating switching costs. Every year, cloud-native alternatives get better migration tools, and enterprises become more cloud-comfortable. The moat is real today but eroding.

2. Customer Profile — STRONG (but shrinking)

Teradata's customer base reads like a who's-who of global enterprises: major banks, telcos, airlines, retailers, government agencies. These are exactly the customers who: - Have the most complex data environments - Are the slowest to migrate - Value reliability and governance over innovation speed

This is both a strength (sticky) and a weakness (these are the last customers to move, creating a "melting ice cube" dynamic where the best customers leave last, masking the trajectory).

3. Product Position — Teradata Vantage / ClearScape Analytics

Teradata is executing a cloud transition via VantageCloud (AWS, Azure, Google Cloud). ClearScape Analytics adds AI/ML capabilities. Recent moves: - Agentic AI support via Teradata MCP Server - ONNX model support, LLM API integration - VantageCloud Lake for new cloud-native deployments

The product is credible for existing customers migrating to cloud, but it's not winning net-new workloads against Snowflake/Databricks. The AI story is real but incremental — Teradata is positioning as "the trusted enterprise data foundation for AI," leveraging the data that already lives in its systems.

4. ROIC Trend — POSITIVE

ROIC improved from 4.4% (2022) to 18.9% (2025). This is strong evidence that the cost restructuring is working and that the remaining business generates attractive returns on capital. Gross margins are stable at ~60%, and operating margins have nearly doubled.

Adversarial Stress Test: "How Would a Rival Attack?"

Snowflake/Databricks: Already attacking — offering free migration tools, consumption-based pricing, and modern developer experience. They target Teradata's largest customers with dedicated migration teams.

Hyperscalers: AWS Redshift, Google BigQuery, and Microsoft Fabric offer "good enough" warehousing bundled with broader cloud ecosystems. For enterprises already deep in AWS/Azure/GCP, the switching cost to the native warehouse is lower than staying on Teradata.

Open Source: dbt, Apache Spark, and Trino/Presto provide open-source alternatives that chip away at the "must-have" nature of Teradata's proprietary SQL engine.

Counter-argument: Enterprise data warehousing at scale (100TB+, complex mixed workloads, sub-second SLAs) is genuinely hard. Snowflake and Databricks still struggle with the most complex workloads that Teradata handles natively. For the ~200 largest global enterprises, there may not be a viable alternative to Teradata for their core analytical workloads.

Disruption Forecast

Timeframe	Risk Level	Scenario
1-3 years	Low-Medium	On-prem erosion continues at 5%, cloud partially offsets. Revenue declines ~2-3%/yr.
3-5 years	Medium-High	Cloud-native competitors mature. Migration tools improve. Larger customers begin moving.
5-10 years	High	If cloud ARR doesn't reach critical mass, Teradata becomes a niche legacy vendor with a shrinking TAM.

Evergreen Rating: 6/10

Teradata can survive 10+ years — it has ~$500M cash, minimal net debt, and $285M+ FCF. It won't go bankrupt. But "survive" is different from "thrive." The question is whether it stabilizes at a smaller but profitable size or continues shrinking until it's irrelevant. The cloud transition is the determining factor.

Moat Verdict

Teradata has a moderate, depreciating moat built on data gravity, customer switching costs, and enterprise trust. The moat is being actively attacked by well-funded competitors with superior products for new workloads. ROIC improvement shows the core business is efficient, but the revenue trajectory suggests the moat is not preventing customer attrition — it's only slowing it.

Phase 2: Valuation Analyst

Graham's Intrinsic Value

Formula: √(22.5 × EPS × BVPS)

EPS (TTM diluted): $1.35
Book Value Per Share: $230M / 92.5M shares = $2.49
Tangible BVPS: -$169M / 92.5M = negative (heavy buybacks eroded book value)

Graham's Number = √(22.5 × $1.35 × $2.49) = √($75.72) = $8.70

Graham's number is well below the current price of $26.83, which means TDC fails Graham's deep value test. This is because the balance sheet has been hollowed out by buybacks — stockholders' equity is only $230M. Graham would avoid this stock due to insufficient asset backing.

Weight: Low. Graham's framework penalizes companies with negative tangible book value from buybacks. This is a known limitation for capital-light software companies that return all earnings to shareholders.

Bogle's Expected Return

Formula: Dividend Yield + Earnings Growth ± P/E Change

Dividend Yield: 0%
Earnings Growth (3yr diluted EPS CAGR): +58% (but this is catch-up from depressed 2022; normalize to +5-8% going forward based on guidance)
P/E Change: Forward P/E ~9.5x vs. software peers at 20-30x. If P/E re-rates to even 12-15x, that's +26-58% P/E expansion.

Bogle's Expected Return (base case): 0% + 7% earnings growth + 5% P/E expansion = ~12% annually

Bogle's Expected Return (bull case): 0% + 10% + 15% = ~25% annually (if cloud transition inflects)

Bogle's Expected Return (bear case): 0% + 3% - 10% = ~-7% annually (if revenue decline accelerates, P/E compresses further)

P/FCF Relative Valuation

Company	P/FCF	Revenue Growth	FCF Margin
TDC (Teradata)	8.8x	-5%	17%
SNOW (Snowflake)	~48x	+29%	~25%
DDOG (Datadog)	~48x	+27%	~28%
ORCL (Oracle)	~25x	+6%	~30%
DT (Dynatrace)	~28x	+16%	~25%

Teradata trades at a massive discount to every data/analytics peer. The discount is justified by declining revenue — but the question is whether the market has over-discounted. At 8.8x FCF with guided FCF growth, the market is pricing in a permanently declining business.

Fair Value Range

Scenario	FCF Assumption	Multiple	Fair Value	vs. Current
Bear	$250M (decline)	7x	~$18.92/share	-30%
Base	$320M (2026 guide)	10x	~$34.59/share	+29%
Bull	$350M (growth)	13x	~$49.19/share	+83%

Base case fair value of ~$35/share aligns with the analyst consensus price target.

Valuation Verdict

TDC is statistically cheap at 8.8x TTM FCF and ~7.8x forward FCF. The cheapness is partially justified by declining revenue and competitive headwinds. However, the market appears to be pricing in a worst-case scenario (permanent decline) while the company is guiding to FCF growth and cloud ARR inflection. There is a reasonable margin of safety at these levels if the cloud transition stabilizes the business.

Phase 3: Tension Resolution — Is This a Value Trap?

This is the central question, and the agents disagree.

The Tension

Agent	View	Conviction
Fundamentals	FCF resilient, margins improving, per-share metrics accretive	Cautiously Positive
Moat	Depreciating moat, active competitive attack, uncertain long-term	Negative
Valuation	Cheap on FCF, significant upside if stabilizes	Positive
Sentiment	Market deeply skeptical, no insider buying, polarized analysts	Neutral-Negative

Debate Round

Moat Analyst to Valuation Analyst: "Your 10x base case multiple assumes the business stabilizes, but I see no evidence the on-prem erosion rate is slowing. Every year, Snowflake and Databricks get better at migrating Teradata customers. The moat is depreciating — a 10x multiple on a shrinking FCF stream is generous, not conservative."

Valuation Analyst rebuttal: "Fair point on the erosion risk, but 7.8x forward FCF already prices in significant decline. Cloud ARR is growing 15% and the company guides cloud to low double-digit growth. At some point (likely 2027-2028), cloud ARR will be large enough that total ARR growth turns positive. The market is pricing the pain but not the potential stabilization."

Fundamentals Analyst to both: "The cost discipline is real. Operating margins went from 6.6% to 12.3% in three years while revenue declined. Management is rationally rightsizing the business. Even if revenue declines another 5-10%, FCF can hold steady because the cost base keeps shrinking."

Moat Analyst final word: "Cost discipline is good for cash flow but it's not a growth strategy. You can't cut your way to relevance. If Teradata's product doesn't win net-new workloads, the total addressable market for the company shrinks every year. That's the definition of a melting ice cube — even if it melts slowly."

Weighted Verdict

This is a value trap risk, not a confirmed value trap. The distinction matters:

Value trap indicators present: Declining revenue, competitive displacement, no product leadership in growth areas, no insider buying.
Value trap indicators absent: FCF is stable and guided UP, balance sheet is clean, ROIC is improving, cloud business is growing, management is executing on cost discipline, no debt maturity issues.

The company-type weighting matters here. For a potentially declining legacy technology business, the Moat Analyst's concerns carry the most weight. The cheapest stock can keep getting cheaper if the underlying business is permanently impaired. However, the Fundamentals Analyst's point about FCF stability provides a floor — this isn't a business burning cash.

Resolution: TDC is a speculative value play, not a high-conviction deep value investment. The risk/reward is asymmetric — limited downside (FCF provides a floor around $19-22) but meaningful upside if the cloud transition inflects. However, the probability of the bull case is lower than the probability of continued slow decline.

Phase 4: Final Verdict

Conviction Score: 5/10

A neutral score reflecting genuine uncertainty. This is an honest "too close to call" situation, not fence-sitting.

Bull / Base / Bear Cases

Bull Case (25% probability) — $45-50: Cloud ARR inflects above 20% growth, total ARR turns positive by 2027. AI/ClearScape drives net-new workloads. A PE firm or strategic acquirer (IBM, Oracle, SAP) takes TDC private at 12-15x FCF. EPS grows to $3+ on buybacks and margin expansion.

Base Case (50% probability) — $30-37: Cloud continues growing low-teens, on-prem erodes mid-single digits. Revenue stabilizes flat by 2027-2028. FCF holds at $300-330M range. Market gives credit for stability and re-rates to 10-12x FCF. Total return ~10-15% annually from current levels.

Bear Case (25% probability) — $15-20: On-prem erosion accelerates as large customers migrate to Snowflake/Databricks. Cloud ARR growth slows as new competitive entrants (Microsoft Fabric, Google BigQuery) bundle warehousing into broader cloud deals. FCF declines to $200-250M. Multiple compresses to 6-7x.

Expected Value

Probability-weighted fair value: (0.25 × $47.50) + (0.50 × $33.50) + (0.25 × $17.50) = $33.00

This implies ~23% upside from the current $26.83, but with high variance.

Portfolio Fit for Ethan

A portfolio-specific passage was removed from the public build.

Assessment: Adding TDC would be a contrarian value bet against the growth-oriented data stack Ethan already holds. SNOW and TDC are near-direct competitors — owning both is essentially a barbell bet on the enterprise data warehouse market. This makes strategic sense (you win regardless of who captures share) but dilutes conviction.

Recommendation: TDC is watchlist-appropriate at current levels but not a high-conviction buy. The ideal entry would be on further weakness toward $20-22 (6-7x FCF), where the FCF yield alone provides adequate compensation for the decline risk. At $26-27, the risk/reward is modestly favorable but not compelling enough for a conviction position given Ethan's existing analytics exposure.

Action Items

Keep on Watchlist with conviction [5] — monitor quarterly for cloud ARR acceleration or deceleration.
Buy trigger: $20-22 range (7x FCF or lower) — at that price, the FCF yield (~15%) compensates for decline risk.
Watch for: Any M&A rumors (PE take-private at 12x+ FCF would be $38+), cloud ARR growth acceleration above 20%, or conversely, large customer losses to Snowflake.
Avoid if: Total ARR growth turns negative, FCF declines below $250M, or management increases SBC materially.