Grade: F — Major Red Flags
Framework: Schilit *Financial Shenanigans* + Beneish M-Score + forensic accounting principles
Data: SEC EDGAR 10-K (Filed 2026-02-25, Fiscal Year Ended January 2, 2026) + Yahoo Finance
Auditor: Ernst & Young LLP — Unqualified opinion (1 critical audit matter: estimated standalone selling prices)
One-line verdict: Trimble is undergoing a strategic transformation from a hardware-heavy company to a software-subscription business, executing major divestitures (agriculture to AGCO, mobility to Platform Science) while growing recurring revenue to 79% of the total. But the financial screening reveals four red flags: DSO surged 15 days to 87, AR outpaced revenue for two consecutive years, cash of $253M covers only 18% of $1.4B debt, and goodwill-plus-intangibles at $6.2B equal 106% of equity. Revenue declined 3%, GAAP net income dropped 72% to $424M (from an inflated $1.5B that included divestiture gains), and the M-Score at -2.26 barely passes the -2.22 threshold. The underlying subscription business is healthy, but the receivables pattern and balance sheet composition demand investigation.
| Metric | Result |
|---|---|
| Red Flags | **4** (DSO surge, AR pattern, cash coverage, goodwill) |
| Watch Items | **0** |
| Checks Completed | **17/18** |
| Beneish M-Score | **-2.26** (just below -2.22 threshold) |
| F-Score (Fraud) | **2.21** (predicted probability 0.8%) |
| Altman Z-Score | **3.46** (safe zone) |
| Auditor | Ernst & Young LLP — Unqualified opinion (1 critical audit matter) |
The Business: Three Segments in Transition
Trimble provides technology solutions for positioning, modeling, connectivity, and data analytics across construction, geospatial, transportation, and agriculture markets. The company is executing a "Connect & Scale" strategy focused on recurring software revenue.
Segment revenue from the 10-K:
| Segment | FY2025 | FY2024 | Growth |
|---|---|---|---|
| AECO (Architecture, Engineering, Construction, Owner) | $1,498.6M | $1,358.6M | +10% |
| Field Systems | $1,539.5M | $1,535.9M | Flat |
| T&L (Transportation & Logistics) | $549.2M | $788.8M | -30% |
| **Total** | **$3,587.3M** | **$3,683.3M** | **-3%** |
The T&L decline of 30% is driven by the Mobility divestiture (closed Q1 2025) and the Agriculture divestiture to AGCO (closed Q2 2024). The 10-K provides organic growth context:
| Product | Subscription & Services | Total | |
|---|---|---|---|
| Reported change | -12% | +2% | -3% |
| Divestitures impact | -12% | -8% | -10% |
| **Organic growth** | **-1%** | **+9%** | **+6%** |
Organic growth of 6%, driven by 9% subscription growth, tells the real story. The 10-K states: "recurring revenue represented 79% of total revenue for 2025" (up from 76%). U.S. revenue was $1,906M (53% of total).
Profitability: Divestiture Distortions
| Metric | FY2022 | FY2023 | FY2024 | FY2025 | Trend |
|---|---|---|---|---|---|
| Revenue | $3,676M | $3,799M | $3,683M | $3,587M | -3% YoY |
| GAAP Net Income | $450M | $311M | $1,504M | $424M | -72% YoY |
| Non-GAAP Net Income | N/A | N/A | $704M | $756M | +7% |
| Gross Margin | 57.3% | 61.4% | 65.1% | 69.1% | +4.0pp, strong |
| Net Margin | 12.2% | 8.2% | 40.8% | 11.8% | Normalizing |
| ROE | 11.1% | 6.9% | 26.2% | 7.3% | Normalizing |
FY2024 GAAP net income of $1.5B included massive divestiture gains — the 10-K shows "Acquisition/divestiture items" of -$1,606.9M in the non-GAAP reconciliation, meaning divestitures contributed approximately $1.6B to GAAP earnings. Stripping these out, normalized FY2024 earnings were approximately $704M (non-GAAP), and FY2025 non-GAAP net income of $756M represents 7% growth.
The gross margin expansion from 57.3% (FY2022) to 69.1% (FY2025) is real and structural — as Trimble divests lower-margin hardware businesses (agriculture equipment, mobility telematics) and grows higher-margin software subscriptions, the overall margin profile improves dramatically.
The auditor identified "evaluation of estimated standalone selling prices (SSP) for certain performance obligations" as a critical audit matter, noting that "subjective auditor judgment was required to evaluate the relevance and reliability of the underlying data used in the estimate."
Cash Flow: Declining But Adequate
| Metric | FY2022 | FY2023 | FY2024 | FY2025 |
|---|---|---|---|---|
| Operating Cash Flow | $391M | $597M | $531M | $386M |
| Net Income | $450M | $311M | $1,504M | $424M |
| **CFFO / Net Income** | **0.87** | **1.92** | **0.35** | **0.91** |
| Free Cash Flow | $348M | $555M | $498M | $361M |
| CapEx | $43M | $42M | $34M | $25M |
CFFO/NI of 0.91 is slightly below the 1.0 ideal but not alarming. The FY2024 ratio of 0.35 reflected the divestiture-inflated net income — $531M in CFFO against $1.5B in GAAP NI (including $1.6B in divestiture gains that didn't generate operating cash).
Key working capital movements from the 10-K: accounts receivable consumed $119.9M in cash, and other assets consumed $72.9M. Deferred revenue provided an $85.7M inflow — a positive signal for the subscription model.
The income taxes payable line consumed $311.2M — a massive cash outflow likely related to taxes on the divestiture gains recognized in FY2024. This alone explains much of the CFFO decline from $531M to $386M.
The 18-Point Screening
Revenue Quality
| # | Check | Result | Detail |
|---|---|---|---|
| A1 | DSO | FAIL | DSO surged 15 days (72 to 87) |
| A2 | AR vs Revenue | FAIL | AR outpaced revenue for 2 consecutive years |
| A3 | Revenue vs CFFO | PASS | Revenue -2.6%, CFFO -27.3%. Directionally consistent |
A1 and A2 together form the most concerning pattern. Accounts receivable grew from $725.8M to $856.0M (+18%) while revenue declined 3%. DSO jumped from 72 to 87 days. The 10-K shows the cash flow impact: AR consumed $119.9M in operating cash.
For a company transitioning to subscriptions, this pattern has a benign explanation: subscription billings often create large receivable balances (annual contracts billed upfront generate AR that converts to deferred revenue over the contract term). But the screening framework correctly flags the pattern because it is also consistent with channel stuffing or premature revenue recognition.
The "no single customer accounted for 10% or more of our accounts receivable" disclosure rules out single-customer concentration as the cause.
Expense Quality
| # | Check | Result | Detail |
|---|---|---|---|
| B1 | Inventory | PASS | Inventory -4.1% vs COGS -13.8%. Normal |
| B2 | CapEx | PASS | CapEx -24.7% vs revenue -2.6%. Declining |
| B3 | SG&A Ratio | PASS | SG&A/Gross Profit = 45.6%. Normal |
| B4 | Gross Margin | PASS | 69.1%, +4.0pp. Strong improvement |
B3: SG&A at 45.6% of gross profit is on the higher end but acceptable for a software company in transition with ongoing restructuring costs ($60.3M in FY2025).
Cash Flow Quality
| # | Check | Result | Detail |
|---|---|---|---|
| C1 | CFFO vs NI | PASS | Ratio 0.91. Slightly below 1.0 but acceptable |
| C2 | FCF | PASS | $361M. FCF/NI = 0.85 |
| C3 | Accruals | PASS | Accruals ratio 0.4%. Very low, neutral |
| C4 | Cash vs Debt | FAIL | Cash $253M covers only 18% of debt $1.4B |
C4: The 10-K discloses: "At the end of 2025, our total debt, comprised of senior notes, was $1.4 billion. When our senior notes mature, we will have to utilize significant resources to repay these senior notes or seek to refinance them." With $361M in annual FCF, debt repayment would take approximately 4 years if all FCF were allocated to it.
Balance Sheet
| # | Check | Result | Detail |
|---|---|---|---|
| D1 | Goodwill + Intangibles | FAIL | $6.2B = 106% of equity |
| D2 | Leverage | PASS | Debt/EBITDA = 1.8x |
| D3 | Soft Assets | PASS | Other assets +19.4% vs revenue -2.6% |
| D4 | Impairment | N/A | No data |
D1: Goodwill of $5,240M and intangible assets of $924M reflect historical acquisitions, particularly the $2.1B Transporeon acquisition in 2023. The 10-K notes "acquisition costs of $1.0 million in 2025" — minimal new acquisition activity.
Acquisition Risk & M-Score
| # | Check | Result | Detail |
|---|---|---|---|
| E1 | Serial Acquirer | PASS | FCF after acquisitions positive |
| E2 | Goodwill Surge | PASS | Goodwill +3% YoY. Stable |
| F1 | M-Score | PASS | -2.26. Barely below -2.22 threshold |
The M-Score at -2.26 passes by the narrowest possible margin. Components:
| Component | Value | Signal |
|---|---|---|
| DSRI | 1.211 | Elevated (DSO surge) |
| GMI | 0.942 | Normal (margins improving) |
| AQI | 1.087 | Normal |
| SGI | 0.974 | Revenue declining |
| DEPI | 1.057 | Normal |
| SGAI | 1.007 | Flat |
| TATA | 0.004 | Neutral |
| LVGI | 0.928 | Stable leverage |
The DSRI at 1.211 is the primary contributor. No single component is alarming, but the overall profile is borderline.
Key Risks from the 10-K
1. Material Weakness in Internal Controls
The 10-K warns of "our ability to maintain effective internal controls over financial reporting, including our ability to remediate our material weaknesses in our internal control over financial reporting." This is a significant governance concern — a company with material weakness disclosures and an F grade on revenue quality metrics requires heightened skepticism.
2. Divestiture Execution and Remaining Portfolio
The Ag divestiture (to AGCO/PTx Trimble JV) and Mobility divestiture (to Platform Science) removed approximately $1B+ in annual revenue. The 10-K shows: "Divestitures impact" of -10% on total revenue. These transactions reshape the company but create transition risk.
3. Transporeon Integration
The $2.1B Transporeon acquisition in 2023 contributed to goodwill and is the company's largest integration challenge. Transporeon "creates a marketplace for shippers, forwarders, carriers, and retailers to connect online and digitize their end-to-end transportation management processes."
4. SSP Revenue Recognition Complexity
The auditor's critical audit matter on standalone selling prices highlights the subjectivity in revenue recognition for bundled performance obligations. When the auditor flags SSP estimation as requiring "subjective judgment," it means the allocation of transaction prices across deliverables is complex enough to create risk.
Summary
Grade: F. Four red flags driven by receivables pattern, balance sheet composition, and thin cash coverage.
Trimble's strategic transformation is genuine: recurring revenue growing to 79%, gross margin expanding to 69.1%, and organic growth of 6% driven by subscriptions. The divestitures of agriculture and mobility are strategically sound. Non-GAAP earnings grew 7%.
But the screening reveals real concerns:
The material weakness disclosure adds qualitative weight to the quantitative flags. The M-Score at -2.26 passes, but barely. The F-Score at 2.21 (probability 0.8%) is among the higher values in our coverage.
The key question for Trimble: is the DSO/AR pattern a temporary artifact of the subscription transition (where annual billing creates receivable spikes), or is it a sign of revenue quality deterioration? The next filing will be decisive.
**Disclaimer**: This report is based on Trimble's FY2025 10-K (SEC EDGAR) and public financial data. This is NOT investment advice.
Data: SEC EDGAR 10-K (Fiscal Year Ended January 2, 2026, Filed 2026-02-25) + Yahoo Finance
