Grade: D — Cash Flow Disconnect Amid Data Center Boom
Framework: Schilit *Financial Shenanigans* + Beneish M-Score + forensic accounting principles
Data: SEC EDGAR 10-K (Filed 2026-02-26) + Yahoo Finance
Auditor: Ernst & Young LLP — Clean opinion
One-line verdict: EMCOR booked a record year — revenue +16.6% to $16.99B, operating income +27% to $1.71B, diluted EPS of $28.19 vs $21.52 — riding the data-center construction boom. Its Electrical Construction segment alone jumped from $3.34B to $5.07B in revenue, a 52% increase, "predominantly driven by greater demand for data center construction projects." But the cash flow statement tells a less-celebratory story: operating cash flow fell 7.5% to $1.30B even as net income grew 26% to $1.27B. Working capital devoured cash as accounts receivable grew 18.6% and inventory jumped 32% — both running faster than revenue growth. The 10-K also discloses that the 2025 "operating income" number includes a one-time $144.9M gain on sale of the UK building services business, which accounts for 85 basis points of the reported 10.1% operating margin. Plus the Miller Electric acquisition for $876.8M of cash added $1.27B of incremental acquisition revenue and $0.46B of goodwill+intangibles growth, pushing goodwill+intangibles to 69% of equity. Two red flags: A3 (CFFO declining while revenue grows) and D1 (goodwill 69% of equity). M-Score of -2.25 is right at the threshold.
| Metric | Result |
|---|---|
| Red Flags | **2** |
| Watch Items | **3** |
| Checks Completed | **17/18** |
| Beneish M-Score | **-2.25** (just below -2.22 threshold) |
| Altman Z-Score | **4.81** (safe) |
| Fiscal Year | FY2025 (ended December 31, 2025) |
| Auditor | Ernst & Young LLP |
The Numbers: Record Year Powered by Data Centers
EMCOR Group is one of the largest specialty contractors in the United States, providing electrical and mechanical construction services through "approximately 100 operating subsidiaries" to commercial, technology, healthcare, manufacturing and institutional customers. The MD&A calls 2025 "a new annual record for the Company" with revenues of $16.99 billion.
| Segment (from 10-K) | Revenue 2025 | Revenue 2024 | Growth | Op Margin |
|---|---|---|---|---|
| US Electrical Construction | $5,074.3M | $3,342.9M | +51.8% | 12.1% |
| US Mechanical Construction | $7,050.5M | $6,405.7M | +10.1% | 12.8% |
| US Building Services | $3,122.2M | $3,114.8M | +0.2% | 6.0% |
| US Industrial Services | $1,268.1M | $1,277.2M | (0.7%) | n/a |
| UK Building Services (sold Dec 1) | $471.3M | $425.5M | +10.8% | n/a |
| **Total** | **$16,986.4M** | **$14,566.1M** | **+16.6%** | **10.1%** |
The MD&A is unusually explicit about what is driving growth: "the largest increase in revenues was seen within the network and communications market sector, predominantly driven by greater demand for data center construction projects." That single thread runs through both the Electrical and Mechanical Construction segments. Offsetting factors the 10-K discloses: "a reduction in high-tech manufacturing revenues as we completed or reached substantial completion on various semiconductor, bio-tech, and life sciences construction projects" — meaning the prior CHIPS Act-era build-out is winding down even as data centers replace it.
| Metric | FY2022 | FY2023 | FY2024 | FY2025 |
|---|---|---|---|---|
| Revenue | $11.08B | $12.58B | $14.57B | $16.99B |
| Gross Profit | $1.60B | $2.09B | $2.77B | $3.28B |
| Gross Margin | 14.4% | 16.6% | 19.0% | 19.3% |
| Operating Income | $0.56B | $0.88B | $1.34B | $1.71B |
| Net Income | $0.41B | $0.63B | $1.01B | $1.27B |
| Operating Cash Flow | $0.50B | $0.90B | $1.41B | $1.30B |
One important caveat on the 2025 operating income: the MD&A discloses a $144.9M "gain on sale of United Kingdom operations" which it says "positively impacted operating margin by 85 basis points." Reported operating margin was 10.1%. Strip the UK divestiture gain and it would be approximately 9.25% — still a record by a hair over 2024's 9.2%, but much closer to flat than the headline suggests.
Cash Flow: The Disconnect
| Metric | FY2023 | FY2024 | FY2025 |
|---|---|---|---|
| Net Income | $0.63B | $1.01B | $1.27B |
| Operating Cash Flow | $0.90B | $1.41B | $1.30B |
| **CFFO / Net Income** | **1.42x** | **1.40x** | **1.02x** |
| Free Cash Flow | $0.82B | $1.33B | $1.19B |
This is the A3 red flag in action. Revenue grew 16.6%. Net income grew 26.3%. Operating cash flow fell 7.5%. Cash conversion collapsed from 1.40x to 1.02x — operating cash barely matches the net income number. The cause is almost entirely working capital: accounts receivable grew from $3.58B to $4.24B (+18.6%) and inventory grew from $96M to $127M (+32%). For a specialty contractor working on large multi-year construction projects, this pattern is not necessarily fraud — it can mean billing timing on large data center jobs lags cash collections — but it is exactly the shape of cash-flow deterioration that Schilit's *Financial Shenanigans* framework flags.
The Miller Electric Acquisition: Where the Goodwill Came From
The MD&A states: "On February 3, 2025, we completed the acquisition of Miller Electric Company ('Miller Electric'), a leading electrical contractor, for total cash consideration of approximately $876.8 million." The 10-K also reports: "In addition to Miller Electric, during 2025, we acquired nine companies for upfront consideration of $182.1 million." Ten acquisitions totalling ~$1.06B in cash consideration.
The result on the balance sheet:
Miller Electric alone contributed $1.11B of the electrical construction segment's $1.73B revenue increase. Without Miller Electric, organic growth in that segment would have been ~19%, still strong but less extraordinary than the reported 52%.
The 18-Point Screening
Revenue Quality
| # | Check | Result | Detail |
|---|---|---|---|
| A1 | DSO Change | Pass | DSO 91 days, +1 day YoY |
| A2 | AR vs Revenue Growth | Pass | AR +18.6% vs revenue +16.6% (barely) |
| A3 | Revenue vs CFFO | **Fail** | Revenue +16.6% but CFFO -7.5% |
A3 is a red flag. The canonical Schilit Shenanigan #4: "Shifting Current Income to a Later Period or Shifting Future Expenses to the Current Period." When reported revenue and earnings both accelerate while operating cash flow moves the opposite direction, the screen forces a closer look. For EMCOR, the explanation appears legitimate — working capital build during a multi-year construction boom — but the flag remains.
A1 is also worth noting: DSO of 91 days is high. The engine does not fail this because the YoY change was small (+1 day), but the absolute level means EMCOR is carrying three full months of revenue in receivables.
Expense Quality
| # | Check | Result | Detail |
|---|---|---|---|
| B1 | Inventory vs COGS | **Watch** | Inventory +32.0% vs COGS +16.1% |
| B2 | CapEx vs Revenue | **Watch** | CapEx +50.4% vs revenue +16.6% |
| B3 | SG&A Ratio | Pass | SG&A/Gross Profit = 52.2%. Normal |
| B4 | Gross Margin | Pass | Gross margin +0.3pp YoY. Stable |
B1 watch: inventory growth nearly doubled revenue growth. For an asset-light services contractor this is notable — inventory at EMCOR represents materials purchased for projects that have not yet been completed/billed. A 32% surge suggests significant unfinished project work.
B2 watch: capital expenditure jumped 50% from $75M to $110M. The 10-K attributes this to "various information technology and cybersecurity initiatives currently in process" and growth investments. Not alarming in absolute terms ($110M on $17B of revenue is 0.6% of sales), but the growth rate is noticeably ahead of revenue.
Cash Flow Quality
| # | Check | Result | Detail |
|---|---|---|---|
| C1 | CFFO vs Net Income | Pass | CFFO/NI = 1.02. (just) |
| C2 | Free Cash Flow | Pass | FCF $1.19B, FCF/NI = 0.93 |
| C3 | Accruals Ratio | Pass | -0.3%. Low accruals |
| C4 | Cash vs Debt | Pass | Cash $1.11B > debt $0.47B |
C1 at 1.02x is *technically* passing but right at the boundary. EMCOR barely cleared the 1.0 threshold because working capital consumed most of the earnings growth. Previous years were comfortably above 1.4x.
C4 is strong: EMCOR is essentially debt-free with a net-cash position of ~$640M.
Balance Sheet Health
| # | Check | Result | Detail |
|---|---|---|---|
| D1 | Goodwill + Intangibles | **Fail** | $2.5B = 69% of equity |
| D2 | Leverage | Pass | Debt/EBITDA = 0.2x. Healthy |
| D3 | Soft Asset Growth | Pass | Other assets +2.5% vs revenue +16.6%. Normal |
| D4 | Asset Impairment | N/A | No write-off data |
D1 is a red flag. Goodwill of $1.41B plus other intangibles of $1.11B totals $2.52B against $3.67B of equity — 69%. This ratio spiked because of the Miller Electric deal. It is still below the 100% level that would trigger deeper concern, but rising.
Acquisition Risk
| # | Check | Result | Detail |
|---|---|---|---|
| E1 | Serial Acquirer FCF | Pass | FCF after acquisitions positive |
| E2 | Goodwill Surge | **Watch** | Goodwill+Intangibles surged 51% YoY |
E2 watch directly reflects the Miller Electric integration. EMCOR is becoming more acquisitive — the 10-K discloses ten acquisitions in 2025 versus seven in 2024.
Beneish M-Score: -2.25 (Right at Threshold)
| # | Check | Result | Detail |
|---|---|---|---|
| F1 | M-Score | Pass | -2.25 (just below -2.22 threshold) |
M-Score of -2.25 is almost exactly at the threshold. Beneish identified -2.22 as the dividing line between likely manipulators and non-manipulators. EMCOR is three basis points below. That is not a "clean" score — it is "not technically flagged." Watch the key drivers for 2026: DSRI (receivables growing faster than sales) and SGI (sales growth — high sales growth is a risk factor in the Beneish model because it creates pressure to maintain the growth rate).
Altman Z-Score: 4.81 (Safe)
The Z-Score of 4.81 is comfortably above the 2.90 safe threshold. EMCOR's essentially debt-free balance sheet and strong EBIT generation keep the bankruptcy-risk model in the green zone.
Key Risks from the 10-K
1. Economic Cyclicality in Construction
The 10-K's Item 1A opens with the most fundamental risk: "Economic downturns, recessions, or periods of slow growth have historically led to reductions in demand for our services." The risk factor is specific about the delay: "A number of economic factors, including financing conditions, the prices of commodities, and energy prices have, in the past, adversely affected the industries we serve and our ultimate customers' ability or willingness to fund expenditures." EMCOR acknowledges that "many of our clients depend on the availability of credit to help finance their capital and maintenance projects" — meaning higher interest rates directly cut demand.
2. Data Center Concentration Risk
The MD&A repeatedly cites data center construction as the driver of 2025 growth — "the largest increase in revenues was seen within the network and communications market sector, predominantly driven by greater demand for data center construction projects." This is a concentration in disguise: if AI infrastructure capex cycles decelerate, EMCOR's backlog growth will slow with it. The company explicitly discloses offsetting declines "within the high-tech manufacturing market sector, largely as we completed certain semiconductor manufacturing construction projects" — showing how quickly one end-market can roll over.
3. Fixed-Price Contract Cost Overruns
Construction contracting carries inherent cost-overrun risk. Item 1A includes the standard language about estimating: contract revenue is recognized over time based on estimates of total cost, and any changes to those estimates flow immediately to reported gross profit. A 19.3% gross margin is thin — it does not take much cost variance to materially impact reported earnings.
4. Miller Electric Integration
The $876.8M Miller Electric acquisition is the largest in EMCOR's history and is fully consolidated for only 11 months of 2025. Integration risk includes retaining key customers, retaining key employees, and realizing synergies — plus $46M of new intangibles being amortized that will continue to drag on GAAP earnings. The $165.6M of gross profit contribution the MD&A discloses is *after* $28.1M of intangibles amortization in cost of sales.
5. Receivables Growth Running Ahead of Sales
The 18.6% AR growth against 16.6% revenue growth, combined with the CFFO decline, creates an under-the-hood risk flagged by the screening engine. If the data center project billing cycle lengthens further, or if a large customer runs into financial difficulty, EMCOR could face a receivables impairment. The DSO of 91 days is already high relative to the 60-75 day range that most construction services peers run.
6. Labor Availability and Cost
EMCOR uses both direct skilled labor and subcontractor labor. The MD&A flags "salaries and related employment expenses, due to additional headcount to support our organic revenue growth as well as annual cost of living adjustments" as a driver of SG&A growth. Construction labor markets remain tight and wage inflation is real.
Summary
EMCOR Group's FY2025 10-K shows a record top line — $16.99 billion in revenue driven primarily by data center construction demand — and a record operating income of $1.71 billion. The gross margin expanded to 19.3% and EPS reached $28.19. On those headline numbers, 2025 was an outstanding year.
Two red flags and three watch items complicate the picture:
Things working: Essentially debt-free ($1.11B cash vs $0.47B debt), 10.1% operating margin (even adjusting for the $144.9M UK divestiture gain, core operating margin expanded), Altman Z-Score of 4.81, and a genuine structural tailwind from hyperscaler and AI infrastructure build-outs.
Things to watch: the M-Score of -2.25 sits three basis points from the fraud threshold; DSO at 91 days is already elevated; data center concentration creates top-line volatility risk if AI capex cools; and the Miller Electric integration is still only 11 months in.
Bottom line: EMCOR is a high-quality, debt-free specialty contractor having its best year ever, but the screening engine correctly identifies that headline earnings growth is outpacing cash generation, and that the 51% goodwill+intangibles surge is real acquisition risk. The D grade reflects those mechanical failures, not an accusation of manipulation. For investors who understand the construction-contractor cash cycle, this is a normal pattern in a boom year; for investors applying a strict quality screen, these numbers do not currently pass.
**Disclaimer**: This report is based on EMCOR Group's FY2025 10-K (SEC EDGAR) and public financial data. It uses forensic accounting screening frameworks (Schilit's *Financial Shenanigans*, Beneish M-Score, Altman Z-Score) for red flag detection. This is NOT investment advice. Screening for red flags does not constitute a buy or sell recommendation. Past financial performance does not predict future results. Always do your own research and consult a qualified financial advisor.
**About EarningsGrade**: We screen earnings reports to help investors identify financial red flags. Our approach: "Screen out, not screen in." A passing grade means no red flags were detected — it does not mean the stock is a good investment.
