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Veeva Systems (VEEV): analysis traps

Where its figures could mislead a reader, and what to check before taking them at face value · Data: Q2 FY27, to Jul 31, 2026, filed Aug 27, 2026; rules v1.1

Veeva Systems (VEEV): 2 rules of 10 triggered on the filings to Jul 31, 2026: stock compensation added back = no economic cost; adjusted profit = economic profit. 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

Stock compensation added back = no economic cost Triggered · severity high · confidence high

Stock compensation was $473M, 14.8% of revenue, in FY26; buybacks were $170M (0.4× the SBC) and the diluted share count still rose 1.1%. 'Adjusted' figures that add SBC back treat pay in shares as free; the cost is borne by every shareholder as dilution, or by the cash spent to buy the shares back.

Innocent reading: A young company paying in equity while it scales; intensity falls as revenue grows.

Adjusted profit = economic profit Triggered · severity medium · confidence low

Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 30% above). Costs excluded every quarter (restructuring, stock compensation, amortisation of acquired intangibles, litigation) are a recurring cost of the business, not a one-off.

Innocent reading: A genuine one-off this year (an impairment, a settlement) that happens to span several quarters.

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

The DCF's point value is 140.75 a share (price 303.73); 74% of it is the terminal value, a number about years no one has seen. Moving revenue growth (each year) by ±5 pts alone takes it from 123.21 to 161.53; across every method the research ran the range is 14 to 420. The value is a range; the decimals are not information.

Innocent reading: A stable, mature business with a narrow range of outcomes, where the point value is a fair summary.

Every rule

A01 FCF growth = the business improved Insufficient data

fewer than two fiscal years with operating cash flow and capital expenditure on file

A07 Stock compensation added back = no economic cost Triggered severity high · confidence high

Stock compensation was $473M, 14.8% of revenue, in FY26; buybacks were $170M (0.4× the SBC) and the diluted share count still rose 1.1%. 'Adjusted' figures that add SBC back treat pay in shares as free; the cost is borne by every shareholder as dilution, or by the cash spent to buy the shares back.

The figures and how they are read
Fiscal yearFY26
Stock compensation$473M
Revenue$3.2B
SBC / revenue+14.8%
Buybacks$170M
Buybacks / SBC0.4
Diluted shares, year before165.2M shares
Diluted shares167.0M shares
Diluted shares: change+1.1%

SBC / revenue from the cash flow statement's add-back; the diluted weighted share count year over year; buybacks from the financing section

Source: FY26 (stock compensation, buybacks and the diluted share count, fiscal year)

What would explain it innocently

What to look for in the filing

What would show the trap does not apply

Look again: next filing.

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

Receivables grew 18% against revenue 18% in Q2 FY27; DSO 53 against a median of 81: collections are keeping pace with sales.

The figures and how they are read
QuarterQ2 FY27
Revenue, year over year+17.6%
Receivables, year over year+17.7%
Quarter beforeQ1 FY27
Revenue y/y, quarter before+16.3%
Receivables y/y, quarter before+15.2%
Days sales outstanding52.8
DSO, median of eight quarters81.2
Receivables$497M
Revenue$928M

receivables and revenue against the same quarter a year earlier; DSO = receivables / quarterly revenue × days, against the median of the eight quarters before

Source: Q2 FY27 (receivables and revenue) · Q2 FY26 (the same quarter a year earlier)

B08 Adjusted profit = economic profit Triggered severity medium · confidence low

Adjusted EPS was at least 10% above GAAP in 3 of the last 3 quarters (on average 30% above). Costs excluded every quarter (restructuring, stock compensation, amortisation of acquired intangibles, litigation) are a recurring cost of the business, not a one-off.

The figures and how they are read
Quarter / adjusted EPS / GAAP EPS / gap2025-10-31 / 2.04 / 1.4 / 0.314; 2026-04-30 / 2.24 / 1.57 / 0.299; 2026-07-31 / 2.35 / 1.66 / 0.294
Quarters with adjusted ≥ 10% above GAAP3
Quarters compared3
Latest gap+29.4%

the analysts' 'actual' (usually the company's adjusted EPS) against GAAP net income ÷ diluted shares for the matching quarter; a gap of 10% or more counts (the stand-in until three releases' reconciliation tables are on file)

Source: 2025-10-31 (adjusted 2.04 vs GAAP 1.40) · 2026-04-30 (adjusted 2.24 vs GAAP 1.57) · 2026-07-31 (adjusted 2.35 vs GAAP 1.66)

What would explain it innocently

What to look for in the filing

What would show the trap does not apply

Look again: next filing.

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 rose 39% and net income rose 37% in Q2 FY27; the share count fell 1.6%: EPS growth follows profit growth.

The figures and how they are read
QuarterQ2 FY27
Quarter beforeQ2 FY26
EPS, year before$1.20
EPS$1.66
Net income, year before$200M
Net income$273M
Diluted shares, year before167.7M shares
Diluted shares165.1M shares
EPS growth+38.7%
Net income growth+36.5%
Diluted shares: change-1.6%
eps from profit$0.44
eps from share count$0.03

EPS and net income against the same quarter a year earlier; the EPS bridge attributes the change to profit first, then to the share count (the order is fixed and disclosed)

Source: Q2 FY27 (net income, diluted shares, EPS) · Q2 FY26 (the same quarter a year earlier)

E02 Low P/E at a cyclical peak = undervalued Not triggered confidence medium

Net income of $1.0B is a high, but the last eight years rose almost every year (median $488M): a steady climb, not a cycle's top, so the P/E of 49.4× is not on peak profit in that sense.

The figures and how they are read
market value$50.1B
net income ttm$1.0B
pe ttm49.40
net income median fy$488M
pe mid cycle102.80
net income peak fy$909M
yearsFY19 / 230.0; FY20 / 301.0; FY21 / 380.0; FY22 / 427.0; FY23 / 488.0; FY24 / 526.0; FY25 / 714.0; FY26 / 909.0
down years in window0

P/E on the trailing twelve months' net income against the P/E on the median net income of the last eight fiscal years (a mid-cycle stand-in); 'at a peak' = this year's profit at or above 90% of the best year and at least 1.3× the median

Source: Q2 FY27 (net income, trailing twelve months)

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

The DCF's point value is 140.75 a share (price 303.73); 74% of it is the terminal value, a number about years no one has seen. Moving revenue growth (each year) by ±5 pts alone takes it from 123.21 to 161.53; across every method the research ran the range is 14 to 420. The value is a range; the decimals are not information.

The figures and how they are read
dcf value140.75
price303.73
terminal value share+74.0%
swing by inputRevenue growth (each year) / ±5 pts / 123.21 / 161.53; WACC / ±1 pt / 128.04 / 157.88; Operating margin / ±3 pts / 130.93 / 150.58; Tax rate / ±5 pts / 134.34 / 147.16
range all methods13.61; 419.58

the DCF's point value against the share of it that is the terminal value and the value at each input moved by one step (growth ±5 pts, WACC ±1 pt, margin ±3 pts …); the range across every method the research ran

Source: 2026-11-08 (valuation research)

What would explain it innocently

What to look for in the filing

What would show the trap does not apply

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

Triggered: the filings show the pattern; read the normal explanations and the missing evidence before concluding anything. To review: one quarter or a weak signal; a reader's judgement, not a pattern. Not triggered: the pattern is absent on these figures. Insufficient data: the filings read so far do not hold what the rule needs; this is not a clean bill. Not applicable: the rule is not meant for this kind of company (a bank's working capital, a loss-making quarter's EPS growth). Out of date: the latest filing is more than fifteen months old.

Severity is what the pattern could mean for cash, value or solvency; confidence is how reliable the inputs and the reading are. The two are kept apart.

Record a view

A reader's judgement, grounds, what would change it and the next review; kept in the browser (needs JavaScript).

Every rule and the companies it triggers on → Veeva Systems: 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.