Acquisition-driven growth can leave a lasting mark on the balance sheet. Even when an acquired business performs well initially, goodwill and intangible assets may remain large relative to total assets or equity for years afterward.
For an equity research team, the useful question is not whether a company has made acquisitions. It is whether acquisition-related assets have become concentrated enough that future operating weakness, divestitures, or changes in valuation assumptions deserve closer review.
This workflow uses Claude with Financial Modeling Prep's MCP server to compare goodwill and intangible asset concentration across three completed annual periods, track operating-margin direction, and add targeted acquisition and impairment evidence from company filings.
The objective is to create a directional post-acquisition balance-sheet quality screen. It does not predict whether an impairment will occur. It identifies companies where acquisition-related asset concentration, operating performance, or filing evidence warrants deeper analyst review.
Key Takeaways
- High goodwill and intangible asset concentration does not mean that an impairment is likely. It indicates that the balance sheet may be more sensitive to the performance and valuation of acquired businesses.
- Concentration ratios need context. A ratio can change because goodwill or intangible assets increased, those assets were amortized or impaired, or total assets and equity changed.
- Operating-margin trends help distinguish elevated but stable acquisition exposure from situations where performance is also deteriorating.
- Impairment charges should be evaluated by size, recurrence, affected asset, and the surrounding filing disclosure.
- The final output is an Impairment Review Priority classification, not an impairment forecast or investment recommendation.
Defining the Goodwill and Intangible Concentration Methodology
The screen combines four signals: acquisition-related asset concentration, the drivers of that concentration, operating-margin direction, and impairment-related filing evidence.
For each company, Claude uses the latest three completed annual periods and calculates:
- Goodwill and intangibles: goodwill plus reported intangible assets
- G&I / Assets: goodwill and intangible assets divided by total assets
- G&I / Equity: goodwill and intangible assets divided by stockholders' equity
- Operating margin: operating income divided by revenue
- Three-year concentration change: the latest concentration ratio minus the earliest ratio
- Three-year operating-margin change: the latest operating margin minus the earliest margin
- Latest annual margin change: the latest operating margin minus the immediately preceding fiscal year's margin
Changes in concentration ratios should not be interpreted from the ratios alone. The workflow separately examines changes in goodwill, intangible assets, total assets, and equity so the analyst can see whether the ratio moved because acquisition-related assets increased, intangible assets amortized, or the denominator changed materially.
That distinction matters because a company's goodwill and intangible balance can rise while its equity-based concentration ratio falls. It can also report declining goodwill and intangible assets while the concentration ratio rises because total assets or equity contracted. A broader assessment of corporate financial health across multiple datasets helps keep these balance-sheet movements in context.
For this demonstration, the concentration bands are illustrative:
|
Concentration Band |
Classification Rule |
|
High Concentration |
G&I / Assets is at least 50%, or G&I / Equity is at least 100%. |
|
Moderate Concentration |
G&I / Assets is at least 25% but less than 50%, or G&I / Equity is at least 50% but less than 100%. |
|
Low Concentration |
Both ratios remain below the Moderate Concentration thresholds. |
Operating-margin movements are classified separately for the full three-year window and the latest annual period:
|
Margin Direction |
Classification Rule |
|
Weakening |
The margin declined by 2 percentage points or more. |
|
Stable |
The change was greater than -2 percentage points and less than +2 percentage points. |
|
Improving |
The margin increased by 2 percentage points or more. |
Reporting both measures prevents an earlier decline from masking a more recent recovery. It also prevents a strong multi-year trend from hiding deterioration in the latest period.
When filings show that acquisition-related amortization or another identified accounting item materially affects operating income, that evidence is reported separately. A decline in GAAP operating margin should not automatically be treated as deterioration in the underlying business when acquisition accounting materially contributes to the movement.
The financial screen is then combined with targeted filing evidence. Routine annual impairment-testing language does not raise review priority on its own. The analysis considers the size and recurrence of any impairment, the affected asset or reporting unit, and whether the filing identifies a recoverability concern, reduced valuation headroom, or another specific sensitivity.
|
Review Priority |
Classification Rule |
|
High |
High Concentration with clearly Weakening operating performance after considering both margin periods; a material impairment relative to the affected asset balance; repeated impairments accompanied by broader deterioration; or an explicit recoverability concern, reduced valuation headroom, or similar sensitivity disclosure. |
|
Moderate |
High Concentration with Stable or Improving performance; elevated acquisition-related assets that warrant monitoring; a relatively small impairment without an explicit recoverability concern; or a usable but imperfect mismatch between the latest financial period and the available filing evidence. |
|
Low |
Low or Moderate Concentration, Stable or Improving performance, and no material or recurring impairment evidence or recoverability concern. |
|
Review Required |
The financial history is incomplete, the concentration ratios cannot be interpreted reliably, equity makes the equity ratio unusable, or the source and filing evidence are too incomplete or contradictory to support a classification. |
An impairment charge therefore acts as an evidence flag rather than automatically producing High Review Priority. Its size, recurrence, affected asset, and surrounding operating evidence determine how much weight it receives.
These thresholds are research-screening rules, not sector-adjusted benchmarks. When applying the screen across a larger universe, analysts may want to add peer-group financial ratio benchmarking before deciding which companies require the most attention.
FMP Financial Data and Claude MCP Setup
The data snapshot for this analysis is August 30, 2026. The workflow uses structured FMP financial statements for the numerical screen and targeted filing data for acquisition and impairment evidence.
|
Source |
FMP MCP Tool and Endpoint |
Fields Used |
Purpose |
|
Balance Sheet Statement API |
FMP:statements → balance-sheet-statement |
goodwill, intangibleAssets, totalAssets, totalStockholdersEquity, fiscalYear, period, date, filingDate, acceptedDate |
Measure goodwill and intangible concentration and align fiscal periods. |
|
Income Statement API |
FMP:statements → income-statement |
revenue, operatingIncome, fiscalYear, period, date, filingDate, acceptedDate |
Calculate operating margins and align source periods. |
|
SEC Filings by Symbol API |
FMP:secFilings → search-by-symbol |
formType, filingDate, acceptedDate, link, finalLink |
Identify the annual filing or earnings-release filing used as supporting evidence. |
|
Financial Reports Form 10-K JSON API |
FMP:statements → financial-reports-form-10-k-json |
As-reported financial and narrative XBRL blocks |
Review acquisition, impairment, amortization, and other filing-specific accounting evidence. |
These datasets are accessed through the FMP MCP server.
For each financial observation, Claude retains the fiscal year, period-end date, and filing date so the numerical values can be tied to the correct source period. Filing records retain the form type, filing date, accepted date, and direct document link. Keeping these dates separate is important when aligning fiscal periods, earnings dates, and reported financial data.
The structured balance-sheet fields provide goodwill, intangible assets, total assets, and stockholders' equity. Revenue and operating income come from the corresponding annual income-statement records and are aligned to the same fiscal periods before operating margins are calculated.
One source-specific adjustment is required for Salesforce FY2026. FMP's standardized operatingIncome field returned $8,917 million, while Salesforce's filed FY2026 10-K reports GAAP income from operations of $8,331 million after including a $586 million restructuring charge in operating expenses. The analysis uses the as-reported $8,331 million figure so the operating-margin calculation reflects the filed GAAP presentation.
Cisco requires a separate source-period qualification. Its FY2026 structured financial values correspond to the August 12, 2026 earnings release filed as an 8-K exhibit, not a filed FY2026 10-K. The latest annual filing available for impairment evidence at the snapshot date is Cisco's FY2025 10-K, filed September 3, 2025. The analysis keeps that mismatch visible instead of treating both sources as if they covered the same filing period.
No missing financial value is estimated or silently replaced. When a standardized field differs materially from an as-reported filing, the discrepancy is documented. The filing-supported value is used only when the source and accounting treatment can be verified.
Building the Goodwill and Intangible Concentration Prompt
The analysis uses Salesforce, Broadcom, and Cisco to show how the same screening rules behave across three different acquisition histories.
The prompt establishes the calculation rules, concentration bands, margin thresholds, filing-review scope, and confidence logic before the results are produced. This keeps the classification method consistent across companies rather than allowing the rules to change after the output is known.
It also limits the filing review to one recent acquisition-context item and specific impairment evidence. This keeps the analysis focused on post-acquisition balance-sheet quality rather than expanding into a broader M&A or valuation review.
To connect FMP with Claude, open Claude, select Settings, choose Connectors, and add a custom connector. The table below contains the connector address and the complete prompt.
|
Using the connected Financial Modeling Prep (FMP) MCP server, evaluate goodwill and intangible-asset concentration and impairment review priority for:
This is a directional balance-sheet review screen. Do not predict a future impairment or provide an investment recommendation. Use:
Keep the workflow compact. Use only the minimum FMP calls required and no more than one retry total. Financial dataRetrieve annual balance-sheet data for:
Retrieve corresponding annual income-statement data for:
Align financial data by fiscal year and period end. Do not estimate missing values. If a standardized financial value differs materially from the as-reported annual filing, identify the discrepancy before calculating the screen. Use the filing-supported GAAP value only when the difference and accounting treatment can be verified. For Salesforce FY2026, verify the reported GAAP income from operations against FMP's standardized operatingIncome field before calculating the operating margin. For Cisco FY2026, explicitly identify whether the financial values come from a filed 10-K, earnings release, or another filing source. Concentration calculationsFor each year calculate: goodwill + intangibles = G&I / assets = G&I / equity = If equity is zero or negative, mark G&I / equity Review Required. Use these illustrative concentration bands: High Concentration:
Moderate Concentration:
Low Concentration:
Use the latest completed fiscal period for the current concentration classification. Concentration-driver analysisAcross the three-year window calculate changes in:
Explain the concentration-ratio movement numerically by separating:
Do not attribute those movements to acquisitions, amortization, divestitures, losses, share repurchases, or other causes unless the relevant filing supports the explanation. Operating-margin analysisFor each year calculate: operating margin = For every company calculate both: three-year margin change = latest annual margin change = Classify each separately:
Do not use the three-year change alone to characterize operating performance. Check the relevant annual filing for acquisition-related amortization or another identified accounting item that materially affects operating income. Report that evidence separately rather than automatically treating a GAAP margin decline as deterioration in the underlying business. Acquisition and impairment evidenceUse the most relevant annual filing available through FMP for each company. Identify:
Routine annual impairment-testing language must be labeled Routine Testing Only. Do not infer impairment sensitivity solely from an acquisition. An impairment charge is an evidence flag, not an automatic High classification. For Cisco, specifically verify:
If financial data and filing evidence cover different fiscal periods, state the mismatch and reflect it in confidence. Impairment Review PriorityUse Impairment Review Priority rather than Impairment Review Risk. High Review Priority:
Moderate Review Priority:
Low Review Priority:
Review Required:
This is a research-priority classification, not a prediction that an impairment will occur. ConfidenceHigh:
Medium:
Review Required:
OutputTable 1 — Three-Year Balance-Sheet Concentration | Company | Fiscal Year | Period End | Financial Source | Goodwill | Intangible Assets | Goodwill + Intangibles | Total Assets | Equity | G&I / Assets | G&I / Equity | Operating Margin | Table 2 — Concentration and Margin Drivers | Company | Δ G&I | Δ Total Assets | Δ Equity | Δ G&I / Assets | Δ G&I / Equity | 3-Year Margin Change | 3-Year Direction | Latest Annual Margin Change | Latest Direction | Key Filing-Supported Driver | Table 3 — Impairment Review Summary | Company | Latest Concentration | Acquisition Context | Impairment Evidence | Impairment Review Priority | Confidence | Analyst Follow-Up | For impairment evidence, include the amount, affected asset, and recurrence when applicable. Keep acquisition context and analyst follow-up concise. Do not provide broader M&A analysis, valuation commentary, or investment recommendations. Keep the entire response concise. |
Goodwill and Intangible Concentration Results
The analysis reports both the three-year operating-margin change and the latest annual movement. It also separates changes in goodwill and intangible assets from changes in total assets and equity. The data snapshot is August 30, 2026.
To keep the results readable, the three-year concentration output is divided into source information, balance-sheet values, and calculated ratios. All balance-sheet values are shown in USD millions.
Table 1A: Financial Periods and Sources
|
Company |
Fiscal Year |
Period End |
Financial Source |
Filed |
|
CRM |
FY2024 |
2024-01-31 |
10-K |
2024-03-06 |
|
CRM |
FY2025 |
2025-01-31 |
10-K |
2025-03-05 |
|
CRM |
FY2026 |
2026-01-31 |
10-K |
2026-03-02 |
|
AVGO |
FY2023 |
2023-10-29 |
10-K |
2023-12-14 |
|
AVGO |
FY2024 |
2024-11-03 |
10-K |
2024-12-20 |
|
AVGO |
FY2025 |
2025-11-02 |
10-K |
2025-12-18 |
|
CSCO |
FY2024 |
2024-07-27 |
10-K |
2024-09-05 |
|
CSCO |
FY2025 |
2025-07-26 |
10-K |
2025-09-03 |
|
CSCO |
FY2026 |
2026-07-25 |
Earnings release filed as an 8-K exhibit |
2026-08-12 |
Table 1B: Goodwill and Intangible Asset Balances
|
Company |
Fiscal Year |
Goodwill |
Intangible Assets |
Goodwill + Intangibles |
Total Assets |
Equity |
|
CRM |
FY2024 |
$48,620 |
$5,278 |
$53,898 |
$99,823 |
$59,646 |
|
CRM |
FY2025 |
$51,283 |
$4,428 |
$55,711 |
$102,928 |
$61,173 |
|
CRM |
FY2026 |
$57,941 |
$6,815 |
$64,756 |
$112,305 |
$59,142 |
|
AVGO |
FY2023 |
$43,653 |
$3,867 |
$47,520 |
$72,861 |
$23,988 |
|
AVGO |
FY2024 |
$97,873 |
$40,583 |
$138,456 |
$165,645 |
$67,678 |
|
AVGO |
FY2025 |
$97,801 |
$32,273 |
$130,074 |
$171,092 |
$81,292 |
|
CSCO |
FY2024 |
$58,660 |
$11,219 |
$69,879 |
$124,413 |
$45,457 |
|
CSCO |
FY2025 |
$59,136 |
$9,175 |
$68,311 |
$122,291 |
$46,843 |
|
CSCO |
FY2026 |
$59,477 |
$7,557 |
$67,034 |
$129,637 |
$50,285 |
Table 1C: Concentration and Operating Margins
|
Company |
Fiscal Year |
G&I / Assets |
G&I / Equity |
Operating Margin |
|
CRM |
FY2024 |
53.99% |
90.36% |
14.38% |
|
CRM |
FY2025 |
54.13% |
91.07% |
19.01% |
|
CRM |
FY2026 |
57.66% |
109.49% |
20.06% |
|
AVGO |
FY2023 |
65.22% |
198.10% |
45.25% |
|
AVGO |
FY2024 |
83.58% |
204.58% |
26.10% |
|
AVGO |
FY2025 |
76.03% |
160.00% |
39.88% |
|
CSCO |
FY2024 |
56.17% |
153.73% |
22.64% |
|
CSCO |
FY2025 |
55.85% |
145.83% |
20.76% |
|
CSCO |
FY2026 |
51.70% |
133.31% |
24.27% |
Salesforce FY2026 uses as-reported GAAP income from operations of $8,331 million. The standardized operatingIncome field returned $8,917 million because the standardized presentation excluded the $586 million restructuring charge included in operating expenses in the filed 10-K.
Cisco FY2026 financial values come from its August 12, 2026 earnings-release exhibit rather than a filed FY2026 10-K.
Table 2A: Balance-Sheet Concentration Drivers
|
Company |
Change in G&I |
Change in Total Assets |
Change in Equity |
Change in G&I / Assets |
Change in G&I / Equity |
|
CRM |
+$10,858M |
+$12,482M |
-$504M |
+3.67 pp |
+19.13 pp |
|
AVGO |
+$82,554M |
+$98,231M |
+$57,304M |
+10.81 pp |
-38.07 pp |
|
CSCO |
-$2,845M |
+$5,224M |
+$4,828M |
-4.45 pp |
-20.43 pp |
Table 2B: Operating-Margin and Filing-Supported Drivers
|
Company |
Three-Year Margin Change |
Three-Year Direction |
Latest Annual Change |
Latest Direction |
Key Filing-Supported Driver |
|
CRM |
+5.68 pp |
Improving |
+1.05 pp |
Stable |
Goodwill-led numerator growth followed the Informatica and Regrello acquisitions, while equity remained broadly flat. |
|
AVGO |
-5.37 pp |
Weakening |
+13.78 pp |
Improving |
VMware drove a large goodwill and intangible-asset increase. Substantial equity growth reduced G&I / Equity from its FY2023 level. |
|
CSCO |
+1.63 pp |
Stable |
+3.51 pp |
Improving |
Intangible balances declined as amortization ran off, while total assets and equity increased. |
The margin movements also require accounting context. Broadcom's intangible-amortization expense increased from $3,247 million in FY2023 to $9,267 million in FY2024 following VMware, then declined to $8,062 million in FY2025. The FY2024 margin trough therefore reflects a substantial acquisition-accounting effect, while the latest annual movement shows a strong recovery.
Cisco's operating-expense amortization of purchased intangibles increased from $698 million in FY2024 to $1,028 million in FY2025 following Splunk. Salesforce's business-combination intangible amortization was comparatively stable across the period. Its FY2026 operating-income adjustment instead reflects the restructuring presentation described above.
Table 3A: Impairment Review Summary
|
Company |
Latest Concentration |
Impairment Evidence |
Review Priority |
Confidence |
|
CRM |
High: G&I / Assets 57.66%; G&I / Equity 109.49% |
Routine testing only. No impairment charge or explicit recoverability concern identified. |
Moderate |
High |
|
AVGO |
High: G&I / Assets 76.03%; G&I / Equity 160.00% |
Routine testing only. No goodwill or intangible impairment identified across FY2023-FY2025. |
Moderate |
High |
|
CSCO |
High: G&I / Assets 51.70%; G&I / Equity 133.31% |
Purchased-intangible impairments of $145M in FY2024 and $40M in FY2025 involving IPR&D and technology assets. No explicit recoverability concern identified. |
Moderate |
Medium |
Table 3B: Acquisition Context and Analyst Follow-Up
|
Company |
Acquisition Context |
Analyst Follow-Up |
|
CRM |
Informatica and Regrello increased acquisition-related assets in FY2026. |
Confirm the final purchase-price allocation for Informatica, including the preliminary goodwill balance, in the next annual filing. |
|
AVGO |
VMware drove the major goodwill and intangible-asset increase. |
Monitor intangible amortization and operating-margin development as the VMware-related acquired assets continue to amortize. |
|
CSCO |
Splunk drove the earlier acquisition-related asset increase. |
Recheck FY2026 goodwill, intangible balances, and impairment disclosures when Cisco's FY2026 10-K becomes available. |
Salesforce: High Concentration with Improving Multi-Year Margins
Salesforce's goodwill and intangible balance increased by $10.86 billion across the three-year period. G&I / Assets rose by 3.67 percentage points, while G&I / Equity increased by 19.13 points as acquisition-related assets grew and equity remained broadly flat.
Operating margin improved by 5.68 percentage points across the full period. The latest annual movement of 1.05 points is classified as Stable. The filing review did not identify a specific impairment indicator.
Salesforce therefore receives Moderate Impairment Review Priority. Concentration remains High, but the operating evidence does not show the sustained deterioration or material impairment evidence required for High priority.
Broadcom: High Concentration with a Strong Latest-Year Margin Recovery
Broadcom's acquisition-related asset balance increased sharply following VMware. Goodwill and intangible assets increased by $82.55 billion from FY2023 to FY2025, pushing G&I / Assets up by 10.81 percentage points.
The equity-based ratio moved in the opposite direction. Equity increased substantially from its comparatively small FY2023 base, causing G&I / Equity to decline by 38.07 percentage points despite the much larger goodwill and intangible balance.
Broadcom's three-year operating-margin change remains Weakening at -5.37 percentage points, but the latest annual movement is Improving at +13.78 points. Filing evidence also shows that the FY2024 margin trough coincided with the increase in VMware-related intangible amortization.
Broadcom therefore receives Moderate Impairment Review Priority. Concentration remains elevated, but the latest margin recovery and absence of a specific goodwill or intangible impairment indicator do not show the sustained deterioration or impairment sensitivity required for High priority.
Cisco: Recurring Intangible Impairments with a Source-Period Limitation
Cisco's goodwill and intangible concentration declined over the period but remains High under the illustrative thresholds. G&I / Assets declined by 4.45 percentage points and G&I / Equity declined by 20.43 points. The reduction in net intangible balances, combined with increases in total assets and equity, drove both changes.
Operating margin is Stable across the three-year period and Improving in the latest annual movement.
Cisco's FY2025 10-K reports purchased-intangible impairment charges of $40 million in FY2025 and $145 million in FY2024 related to certain in-process research and development, or IPR&D, and technology intangible assets. The charges recur across two periods, but the filing does not identify an explicit recoverability concern or reduced valuation headroom. Their presence is treated as impairment evidence rather than an automatic High classification.
Cisco receives Moderate Impairment Review Priority. Confidence is Medium because the latest FY2026 concentration and margin figures come from an earnings release filed on August 12, 2026, while the impairment evidence comes from the FY2025 10-K filed September 3, 2025. The latest financial and impairment-disclosure periods do not fully align.
Monitoring Post-Acquisition Balance-Sheet Review Priority
The screen becomes more useful when it is refreshed after each completed annual reporting period rather than treated as a one-time acquisition review.
For each update, Claude can:
- Retrieve the latest goodwill, intangible assets, total assets, equity, revenue, and operating income.
- Recalculate G&I concentration relative to assets and equity.
- Separate changes in the acquisition-related asset numerator from changes in the asset and equity denominators.
- Update both the three-year operating-margin change and the latest annual movement.
- Check whether acquisition-related amortization or another disclosed accounting item materially affects the margin trend.
- Review the newest annual filing for acquisition context, impairment charges, recurrence, affected assets, recoverability concerns, or reduced valuation headroom.
- Update the Impairment Review Priority and confidence level.
Tracking both the three-year and latest-year margin movements prevents an earlier deterioration from obscuring a more recent recovery. Broadcom illustrates this distinction: its three-year margin change is Weakening, while its latest annual movement is Improving.
The same approach applies to impairment evidence. A newly disclosed charge should be recorded with its amount, affected asset, recurrence, and surrounding filing context rather than automatically moving the company to High Review Priority.
Source alignment should also be checked at every refresh. If the latest financial figures come from an earnings release while the most recent impairment evidence comes from an earlier annual filing, that mismatch should remain visible and reduce confidence until the corresponding annual filing becomes available.
The workflow should generally be refreshed after annual financial statements are released or when a material acquisition first appears in reported financials. A consistent post-earnings data refresh process can help analysts preserve the same period, source, and validation rules at each update.
When an Analyst Needs to Step In
The screen can identify where acquisition-related assets deserve closer attention, but it cannot determine automatically whether an impairment is economically significant or likely to recur.
Analyst review is especially important when:
- Goodwill and intangible assets become large relative to total assets or equity.
- A concentration ratio changes materially and the source of that movement is unclear.
- The three-year operating-margin direction and latest annual movement point in different directions.
- Acquisition-related amortization or another accounting item materially affects reported operating income.
- A filing reports an impairment charge whose size, recurrence, affected asset, or reporting unit requires further evaluation.
- Repeated impairment charges occur alongside weakening operating performance or other evidence of deterioration.
- A filing identifies a recoverability concern, reduced valuation headroom, or another specific impairment-sensitivity indicator.
- Acquisition-related assets rise materially while the purchase-price allocation or reporting-unit assignment remains preliminary or unclear.
- The latest financial data and annual impairment disclosures cover different fiscal periods.
- Stockholders' equity is zero or negative, making the equity-based concentration measure difficult to interpret.
Targeted filing review is essential because the numerical screen cannot establish the reason for an impairment or the assumptions behind management's testing. Analysts can use the same structured process used to identify material filing changes and regulatory disclosures to confirm the affected asset, reporting unit, amount, recurrence, and any stated sensitivity.
Cisco illustrates why an impairment charge should be treated as evidence rather than an automatic High-priority trigger. Its FY2025 10-K reports purchased-intangible impairment charges in two consecutive periods, but the available filing evidence does not identify a recoverability concern or reduced valuation headroom. Combined with Stable three-year margins and an Improving latest-year margin, the evidence supports Moderate rather than High Impairment Review Priority.
The analyst's role is to decide whether the flagged evidence reflects normal acquisition accounting, a contained asset-specific issue, or broader deterioration in an acquired business. The screen identifies where to investigate. It does not make the impairment judgment itself.
From Acquisition Accounting to Focused Impairment Review
Goodwill and intangible assets can remain on the balance sheet long after an acquisition closes. Their concentration becomes more useful when it is interpreted alongside the drivers of the ratio, recent operating performance, and filing evidence.
Using FMP data through Claude MCP, this workflow separates changes in goodwill and intangible assets from movements in total assets and equity. It also compares short- and longer-term operating-margin direction and evaluates impairment evidence according to its size, recurrence, affected asset, and surrounding disclosure.
The resulting Impairment Review Priority is a research-screening signal rather than a prediction of future impairment. It helps analysts identify where acquisition-related balance-sheet exposure, operating trends, accounting effects, or filing evidence warrant deeper investigation while reserving Review Required for cases where the underlying financial or source-period evidence is not sufficiently comparable.


