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Teradata (TDC): analysis traps

Where its figures could mislead a reader, and what to check before taking them at face value · Data: Q3 2026, to Sep 30, 2026, filed Nov 6, 2026; rules v1.1

Teradata (TDC): 2 rules of 10 triggered on the filings to Sep 30, 2026: low P/E at a cyclical peak = undervalued; FCF growth = the business improved. 1 to review; 2 with insufficient data; 2 not applicable. Each is a question to verify, with the normal explanation that would produce the same figures.

Check these first

Every rule

A01 FCF growth = the business improved Triggered severity medium · confidence high

Free cash flow rose $7M (+3%), from $279M to $286M, but capital expenditure fell by $5M: 71% of the increase came from sources that need not repeat. Operating cash flow before working capital rose by $38M.

What would explain it innocently

• An expansion programme finished, so capex fell back to maintenance levels for good
• Suppliers agreed longer payment terms in a contract
• Inventory was brought down after a glut and will stay down

What to look for in the filing

• Maintenance capex (what it costs to keep the assets working)
• Supplier payment terms and any supply-chain financing
• Management's capex guidance for next year

What would show the trap does not apply

• Next year's FCF holds or rises with capex back at its earlier level and working capital no longer releasing cash
• The 10-K's capex guidance and the segment capex show the cut is a completed programme, not deferral
• The working-capital release matches a disclosed change in terms or a divestiture, not stretched payables or a collection push

Look again: next filing.

A07 Stock compensation added back = no economic cost Not triggered confidence high

Stock compensation is 6.7% of revenue, but buybacks of $140M covered it (1.2×) and the diluted share count fell 1.6%: the dilution has been paid for in cash.

B02 Receivables growing = future cash is certain Not triggered confidence medium

Receivables grew -35% against revenue -4% in Q3 2026; DSO 53 against a median of 61: collections are keeping pace with sales.

B08 Adjusted profit = economic profit Insufficient data

1 quarter with a reconciliation table on file (three are needed) and fewer than three quarters with both an adjusted and a GAAP EPS

C02 Low net debt = no refinancing risk Insufficient data

no debt figure could be read from the balance sheet (the filing may tag it in other lines)

D03 EPS growth = profit growth Not triggered confidence high

EPS fell 5% and net income fell 5% in Q3 2026; the share count rose 0.0%: EPS growth follows profit growth.

E02 Low P/E at a cyclical peak = undervalued Triggered severity high · confidence medium

The shares trade at 6.7× this year's net income of $456M, but that profit is at a high: the median of the last eight fiscal years is $114M, on which the same market value is 26.6×. A low multiple of peak profit is not a low multiple of normal profit.

What would explain it innocently

• The business has changed for good (a merger, a new line, a pricing regime) and the old years are not its normal
• The market is right that profit will fall, and the price already says so
• Capacity has left the industry, so the cycle's trough is higher than before

What to look for in the filing

• Where the industry's prices and volumes stand against their own history
• Capacity on order across the industry
• Management's view of the cycle in the MD&A

What would show the trap does not apply

• Profit holds at this level through the next two years (the eight-year peak was a new base, not a top)
• The industry's capacity and prices stay where they are rather than reverting

Look again: next filing.

E07 A precise DCF value = the true value To review confidence high

The DCF's point value is 22.10 a share (price 31.80); 61% of it is the terminal value, a number about years no one has seen. Moving operating margin by ±3 pts alone takes it from 15.97 to 28.23; across every method the research ran the range is 0 to 326. The value is a range; the decimals are not information.

What would explain it innocently

• A stable, mature business with a narrow range of outcomes, where the point value is a fair summary
• The inputs that matter most are themselves well known (a regulated return, a long contract)

What to look for in the filing

• Which input you believe differs from the research's and why
• What the price implies for growth (the reverse DCF on the fair-value page)

What would show the trap does not apply

• The DCF's value is robust to the terminal growth and discount rate (the range's low end is still above the price)
• The company's cash flows over the next three years track the DCF's early years

Look again: next filing.

J06 A bank's low P/E and high profit = safe Not applicable

not a bank

J08 A REIT's low net income = the dividend is unsafe Not applicable

not a REIT

What the statuses mean

Record a view

Every rule and the companies it triggers on → Teradata: cash flow → Earnings quality score →

Each rule reads the company's own filings by a fixed formula and says what would explain the same figures innocently. A triggered rule is a question to verify, not a finding of manipulation, and not a view on the stock. Missing data is shown as missing, never as clear. Not investment advice.