SEC Risk Factors Analysis
Extract and summarize risk factors from SEC filings (10-K and 10-Q) for public companies using the Octagon MCP server.
Prerequisites
Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.
Workflow
1. Identify Analysis Parameters
Determine the following before querying:
- Ticker: Stock symbol (e.g., AAPL, MSFT, GOOGL)
- Filing Type (optional): 10-K (annual) or 10-Q (quarterly updates)
- Focus Areas (optional): Specific risk categories of interest
2. Execute Query via Octagon MCP
Use the octagon-agent tool with a natural language prompt:
Extract and summarize the risk factors section from <TICKER>'s latest annual report.
MCP Call Format:
{
"server": "octagon-mcp",
"toolName": "octagon-agent",
"arguments": {
"prompt": "Extract and summarize the risk factors section from AAPL's latest annual report."
}
}
3. Expected Output
The agent returns categorized risk factors including:
| Risk Category |
Description |
Source Pages |
| Macroeconomic & Industry Risks |
Economic downturns, inflation, currency |
10-K, p.8 |
| Legal & Regulatory Compliance |
Legal proceedings, regulatory challenges |
10-K, p.15-16 |
| Financial Risks |
Pricing pressures, competition, FX volatility |
10-K, p.18-31 |
| Business Risks |
Product transitions, competitiveness |
10-K, p.11 |
| Operational Risks |
Manufacturing, logistics, outsourcing |
10-K, p.11 |
| Data Security & Privacy |
Cybersecurity, data protection |
10-K, p.18 |
| Supply Chain Risks |
Geopolitical tensions, natural disasters |
10-K, p.9 |
Data Sources: octagon-sec-agent
4. Interpret Results
See references/interpreting-results.md for guidance on:
- Understanding risk factor categories
- Assessing risk materiality
- Comparing risks across filings
- Identifying new or emerging risks
Example Queries
Standard Risk Factor Extraction:
Extract and summarize the risk factors section from AAPL's latest annual report.
Quarterly Risk Updates:
Extract any new or updated risk factors from TSLA's latest 10-Q filing.
Specific Risk Category:
Extract cybersecurity and data privacy risk factors from META's latest 10-K.
Comparative Analysis:
Compare the risk factors between GOOGL's 2024 and 2023 10-K filings.
Industry Comparison:
Extract and compare supply chain risk factors from AAPL and MSFT's latest 10-K filings.
Regulatory Focus:
Extract all regulatory and legal compliance risk factors from JPM's latest annual report.
Risk Factor Categories
Macroeconomic Risks
| Risk Type |
Examples |
| Economic Cycles |
Recessions, GDP decline, consumer spending |
| Inflation |
Input costs, pricing power, margin pressure |
| Interest Rates |
Borrowing costs, valuation impacts |
| Currency |
FX volatility, translation effects |
| Geopolitical |
Trade wars, sanctions, political instability |
Operational Risks
| Risk Type |
Examples |
| Supply Chain |
Supplier concentration, logistics disruptions |
| Manufacturing |
Production issues, quality control |
| Technology |
System failures, IT infrastructure |
| Human Capital |
Key personnel, labor relations |
| Business Continuity |
Natural disasters, pandemics |
Financial Risks
| Risk Type |
Examples |
| Liquidity |
Cash flow, access to capital |
| Credit |
Counterparty risk, receivables |
| Market |
Stock price volatility, valuation |
| Tax |
Rate changes, audit exposure |
| Pension |
Funding obligations, assumptions |
Regulatory & Legal Risks
| Risk Type |
Examples |
| Compliance |
Industry regulations, licensing |
| Litigation |
Lawsuits, class actions |
| Antitrust |
Competition law, market dominance |
| Data Privacy |
GDPR, CCPA, data breaches |
| Environmental |
ESG regulations, climate policies |
Strategic Risks
| Risk Type |
Examples |
| Competition |
Market share, pricing pressure |
| Disruption |
Technology shifts, new entrants |
| M&A |
Integration risks, deal failure |
| Innovation |
R&D success, product pipeline |
| Reputation |
Brand damage, public perception |
Analyzing Risk Changes
New Risks (High Priority)
Risks added since prior filing:
- Indicates emerging concerns
- Often reflects recent events
- May signal strategic shifts
Removed Risks (Monitor)
Risks no longer disclosed:
- Issue may be resolved
- Or consolidated into other risks
- Verify resolution in MD&A
Modified Language (Important)
Risks with changed wording:
- Expanded = increased concern
- Reduced = diminished concern
- More specific = crystallizing risk
Analysis Tips
Order matters: Risks are typically ordered by perceived materiality - first risks are often most significant.
Length signals importance: More detailed risk descriptions often indicate greater management concern.
Specificity is key: Specific examples suggest real concerns vs. boilerplate language.
Cross-reference MD&A: Management discussion often provides context for risk factors.
Track changes YoY: New, removed, or modified risks reveal evolving concerns.
Compare to peers: Unique risks vs. industry-standard disclosures indicate company-specific issues.
Use Cases
- Investment due diligence: Comprehensive risk assessment before investing
- Portfolio risk monitoring: Track risk evolution for holdings
- Competitive analysis: Compare risk profiles across competitors
- Sector research: Identify common vs. unique risks in an industry
- Compliance review: Ensure adequate risk disclosure
1---2name: sec-risk-factors3description: Extract and summarize risk factors from SEC filings using Octagon MCP. Use when analyzing Item 1A risk disclosures, categorizing business risks, identifying new or material risks, and comparing risk profiles across companies or time periods.4---5
6# SEC Risk Factors Analysis
7
8Extract and summarize risk factors from SEC filings (10-K and 10-Q) for public companies using the Octagon MCP server.
9
10## Prerequisites
11
12Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See [references/mcp-setup.md](references/mcp-setup.md) for installation instructions.
13
14## Workflow
15
16### 1. Identify Analysis Parameters
17
18Determine the following before querying:
19- **Ticker**: Stock symbol (e.g., AAPL, MSFT, GOOGL)
20- **Filing Type** (optional): 10-K (annual) or 10-Q (quarterly updates)
21- **Focus Areas** (optional): Specific risk categories of interest
22
23### 2. Execute Query via Octagon MCP
24
25Use the `octagon-agent` tool with a natural language prompt:
26
27```
28Extract and summarize the risk factors section from <TICKER>'s latest annual report.
29```
30
31**MCP Call Format:**
32
33```json
34{
35 "server": "octagon-mcp",
36 "toolName": "octagon-agent",
37 "arguments": {
38 "prompt": "Extract and summarize the risk factors section from AAPL's latest annual report."
39 }
40}
41```
42
43### 3. Expected Output
44
45The agent returns categorized risk factors including:
46
47| Risk Category | Description | Source Pages |
48|---------------|-------------|--------------|
49| Macroeconomic & Industry Risks | Economic downturns, inflation, currency | 10-K, p.8 |
50| Legal & Regulatory Compliance | Legal proceedings, regulatory challenges | 10-K, p.15-16 |
51| Financial Risks | Pricing pressures, competition, FX volatility | 10-K, p.18-31 |
52| Business Risks | Product transitions, competitiveness | 10-K, p.11 |
53| Operational Risks | Manufacturing, logistics, outsourcing | 10-K, p.11 |
54| Data Security & Privacy | Cybersecurity, data protection | 10-K, p.18 |
55| Supply Chain Risks | Geopolitical tensions, natural disasters | 10-K, p.9 |
56
57**Data Sources**: octagon-sec-agent
58
59### 4. Interpret Results
60
61See [references/interpreting-results.md](references/interpreting-results.md) for guidance on:
62- Understanding risk factor categories
63- Assessing risk materiality
64- Comparing risks across filings
65- Identifying new or emerging risks
66
67## Example Queries
68
69**Standard Risk Factor Extraction:**
70```
71Extract and summarize the risk factors section from AAPL's latest annual report.
72```
73
74**Quarterly Risk Updates:**
75```
76Extract any new or updated risk factors from TSLA's latest 10-Q filing.
77```
78
79**Specific Risk Category:**
80```
81Extract cybersecurity and data privacy risk factors from META's latest 10-K.
82```
83
84**Comparative Analysis:**
85```
86Compare the risk factors between GOOGL's 2024 and 2023 10-K filings.
87```
88
89**Industry Comparison:**
90```
91Extract and compare supply chain risk factors from AAPL and MSFT's latest 10-K filings.
92```
93
94**Regulatory Focus:**
95```
96Extract all regulatory and legal compliance risk factors from JPM's latest annual report.
97```
98
99## Risk Factor Categories
100
101### Macroeconomic Risks
102
103| Risk Type | Examples |
104|-----------|----------|
105| Economic Cycles | Recessions, GDP decline, consumer spending |
106| Inflation | Input costs, pricing power, margin pressure |
107| Interest Rates | Borrowing costs, valuation impacts |
108| Currency | FX volatility, translation effects |
109| Geopolitical | Trade wars, sanctions, political instability |
110
111### Operational Risks
112
113| Risk Type | Examples |
114|-----------|----------|
115| Supply Chain | Supplier concentration, logistics disruptions |
116| Manufacturing | Production issues, quality control |
117| Technology | System failures, IT infrastructure |
118| Human Capital | Key personnel, labor relations |
119| Business Continuity | Natural disasters, pandemics |
120
121### Financial Risks
122
123| Risk Type | Examples |
124|-----------|----------|
125| Liquidity | Cash flow, access to capital |
126| Credit | Counterparty risk, receivables |
127| Market | Stock price volatility, valuation |
128| Tax | Rate changes, audit exposure |
129| Pension | Funding obligations, assumptions |
130
131### Regulatory & Legal Risks
132
133| Risk Type | Examples |
134|-----------|----------|
135| Compliance | Industry regulations, licensing |
136| Litigation | Lawsuits, class actions |
137| Antitrust | Competition law, market dominance |
138| Data Privacy | GDPR, CCPA, data breaches |
139| Environmental | ESG regulations, climate policies |
140
141### Strategic Risks
142
143| Risk Type | Examples |
144|-----------|----------|
145| Competition | Market share, pricing pressure |
146| Disruption | Technology shifts, new entrants |
147| M&A | Integration risks, deal failure |
148| Innovation | R&D success, product pipeline |
149| Reputation | Brand damage, public perception |
150
151## Analyzing Risk Changes
152
153### New Risks (High Priority)
154
155Risks added since prior filing:
156- Indicates emerging concerns
157- Often reflects recent events
158- May signal strategic shifts
159
160### Removed Risks (Monitor)
161
162Risks no longer disclosed:
163- Issue may be resolved
164- Or consolidated into other risks
165- Verify resolution in MD&A
166
167### Modified Language (Important)
168
169Risks with changed wording:
170- Expanded = increased concern
171- Reduced = diminished concern
172- More specific = crystallizing risk
173
174## Analysis Tips
175
1761. **Order matters**: Risks are typically ordered by perceived materiality - first risks are often most significant.
177
1782. **Length signals importance**: More detailed risk descriptions often indicate greater management concern.
179
1803. **Specificity is key**: Specific examples suggest real concerns vs. boilerplate language.
181
1824. **Cross-reference MD&A**: Management discussion often provides context for risk factors.
183
1845. **Track changes YoY**: New, removed, or modified risks reveal evolving concerns.
185
1866. **Compare to peers**: Unique risks vs. industry-standard disclosures indicate company-specific issues.
187
188## Use Cases
189
190- **Investment due diligence**: Comprehensive risk assessment before investing
191- **Portfolio risk monitoring**: Track risk evolution for holdings
192- **Competitive analysis**: Compare risk profiles across competitors
193- **Sector research**: Identify common vs. unique risks in an industry
194- **Compliance review**: Ensure adequate risk disclosure
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