sec-annual-comparison

Compare original and translation side by side

🇺🇸

Original

English

🇨🇳

Translation

Chinese

SEC Annual Comparison

SEC年度对比分析

Compare key metrics and risk factors between current and previous year 10-K filings for public companies using the Octagon MCP server.

使用Octagon MCP服务器比较上市公司当前与上一年度10-K申报文件中的关键指标和风险因素。

Prerequisites

前提条件

Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.

确保你的AI Agent（Cursor、Claude Desktop、Windsurf等）中已配置Octagon MCP。安装说明请参阅references/mcp-setup.md。

Workflow

工作流程

1. Identify Analysis Parameters

1. 确定分析参数

Determine the following before querying:

Ticker: Stock symbol (e.g., AAPL, MSFT, GOOGL)
Years (optional): Specific fiscal years to compare
Focus Areas (optional): Financials, risks, segments, strategy

查询前请确定以下信息：

股票代码（Ticker）：股票符号（如AAPL、MSFT、GOOGL）
年份（可选）：要比较的特定财年
重点领域（可选）：财务状况、风险、细分板块、战略

2. Execute Query via Octagon MCP

2. 通过Octagon MCP执行查询

Use the

octagon-agent

tool with a natural language prompt:

Compare key metrics and risk factors between <TICKER>'s current and previous year 10-K filings.

MCP Call Format:

json

{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Compare key metrics and risk factors between CRM's current and previous year 10-K filings."
  }
}

使用

octagon-agent

工具并输入自然语言提示：

Compare key metrics and risk factors between <TICKER>'s current and previous year 10-K filings.

MCP调用格式：

json

{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Compare key metrics and risk factors between CRM's current and previous year 10-K filings."
  }
}

3. Expected Output

3. 预期输出

The agent returns structured year-over-year comparison including:

Financial Metrics:

Revenue: $31.353B (FY2023) vs $26.492B (FY2022) - 18.59% growth
Net Income: $208M (FY2023) vs $1.444B (FY2022) - significant decline
Total Assets: $98.849B vs $95.209B
Total Liabilities: $41.755B vs $37.076B

Key Changes:

$1.2B impairment of customer relationships and acquisition assets
Increased goodwill from acquisitions (Slack, Acumen, Vlocity)
Debt at $10.682B, covenant compliant

Risk Factors:

Operational, regulatory, financial, market volatility risks
Industry competition risks

Data Sources: octagon-financials-agent, octagon-sec-agent

Agent会返回结构化的同比对比结果，包括：

财务指标：

营收：313.53亿美元（2023财年） vs 264.92亿美元（2022财年）——增长18.59%
净利润：2.08亿美元（2023财年） vs 14.44亿美元（2022财年）——大幅下降
总资产：988.49亿美元 vs 952.09亿美元
总负债：417.55亿美元 vs 370.76亿美元

主要变化：

客户关系与收购资产减值12亿美元
收购（Slack、Acumen、Vlocity）带来的商誉增加
债务规模为106.82亿美元，符合契约要求

风险因素：

运营、监管、财务、市场波动风险
行业竞争风险

数据来源：octagon-financials-agent, octagon-sec-agent

4. Interpret Results

4. 解读结果

See references/interpreting-results.md for guidance on:

Understanding year-over-year trends
Identifying significant changes
Evaluating risk factor evolution
Assessing strategic shifts

关于以下内容的指导，请参阅references/interpreting-results.md：

理解同比趋势
识别重大变化
评估风险因素的演变
分析战略转变

Example Queries

示例查询

Full Annual Comparison:

Compare key metrics and risk factors between CRM's current and previous year 10-K filings.

Multi-Year Trend:

Compare AAPL's financial performance across the last 3 fiscal years from 10-K filings.

Risk Factor Evolution:

How have TSLA's risk factors changed between FY2024 and FY2023 10-K filings?

Segment Comparison:

Compare revenue segment breakdown between GOOGL's FY2024 and FY2023 10-K filings.

Strategic Changes:

Compare the business description and strategy sections between MSFT's current and prior year 10-K.

Margin Analysis:

Compare gross margin and operating margin trends between NVDA's FY2024 and FY2023 10-K filings.

完整年度对比：

Compare key metrics and risk factors between CRM's current and previous year 10-K filings.

多年趋势：

Compare AAPL's financial performance across the last 3 fiscal years from 10-K filings.

风险因素演变：

How have TSLA's risk factors changed between FY2024 and FY2023 10-K filings?

细分板块对比：

Compare revenue segment breakdown between GOOGL's FY2024 and FY2023 10-K filings.

战略变化：

Compare the business description and strategy sections between MSFT's current and prior year 10-K.

利润率分析：

Compare gross margin and operating margin trends between NVDA's FY2024 and FY2023 10-K filings.

Comparison Framework

对比框架

Financial Metrics

财务指标

Category	Key Metrics
Revenue	Total revenue, growth rate, segment breakdown
Profitability	Gross profit, operating income, net income
Margins	Gross margin, operating margin, net margin
Balance Sheet	Assets, liabilities, equity, cash, debt
Cash Flow	Operating, investing, financing, free cash flow
Per Share	EPS, book value, dividends

类别	关键指标
营收	总营收、增长率、细分板块构成
盈利能力	毛利润、营业利润、净利润
利润率	毛利率、营业利润率、净利润率
资产负债表	资产、负债、权益、现金、债务
现金流	经营、投资、融资现金流，自由现金流
每股指标	每股收益（EPS）、账面价值、股息

Operational Metrics

运营指标

Category	Key Metrics
Customers	Count, retention, concentration
Employees	Headcount, productivity
Geographic	Revenue by region, asset location
Segments	Business unit performance

类别	关键指标
客户	数量、留存率、集中度
员工	人数、生产率
地域	分区域营收、资产分布
细分板块	业务单元表现

Risk Factors

风险因素

Category	What to Compare
Business	Competitive, operational, strategic
Financial	Liquidity, debt, currency
Regulatory	Compliance, legal
Market	Economic, industry
Technology	Innovation, disruption

类别	对比要点
业务	竞争、运营、战略风险
财务	流动性、债务、汇率风险
监管	合规、法律风险
市场	经济、行业风险
技术	创新、颠覆性风险

Strategic Elements

战略要素

Category	What to Compare
Mission	Corporate purpose
Strategy	Growth initiatives
Investments	R&D, CapEx, M&A
Markets	Geographic, product expansion

类别	对比要点
使命	企业宗旨
战略	增长举措
投资	研发、资本支出、并购
市场	地域、产品扩张

Year-over-Year Analysis

同比分析

Financial Trend Assessment

财务趋势评估

Metric	Positive Trend	Negative Trend
Revenue	Growing, accelerating	Declining, slowing
Margins	Expanding	Contracting
Earnings	Increasing	Decreasing
Cash Flow	Strengthening	Weakening
Debt	Declining	Increasing

指标	积极趋势	消极趋势
营收	增长、增速加快	下降、增速放缓
利润率	扩大	收缩
收益	增加	减少
现金流	增强	减弱
债务	减少	增加

Key Ratios to Track

需跟踪的关键比率

Ratio	Calculation	What It Shows
Revenue Growth	(Current - Prior) / Prior	Top-line momentum
Gross Margin	Gross Profit / Revenue	Pricing power, costs
Operating Margin	Operating Income / Revenue	Operational efficiency
Net Margin	Net Income / Revenue	Bottom-line profitability
ROE	Net Income / Equity	Shareholder returns
Debt/Equity	Total Debt / Equity	Financial leverage

比率	计算公式	反映内容
营收增长率	（当期-上期）/上期	topline增长动力
毛利率	毛利润/营收	定价能力、成本控制
营业利润率	营业利润/营收	运营效率
净利润率	净利润/营收	最终盈利能力
净资产收益率（ROE）	净利润/权益	股东回报
债务权益比	总债务/权益	财务杠杆

Change Analysis

变化分析

Change Type	Significance
>20% improvement	Major positive development
5-20% improvement	Solid progress
±5%	Stable/flat
5-20% decline	Concerning deterioration
>20% decline	Material negative change

变化类型	重要性
改善>20%	重大积极进展
改善5-20%	稳健进步
±5%	稳定/持平
下降5-20%	令人担忧的恶化
下降>20%	重大负面变化

Risk Factor Comparison

风险因素对比

Types of Changes

变化类型

Change	What It Means
New risk added	Emerging concern
Risk removed	Issue resolved or de-emphasized
Language expanded	Increased concern
Language reduced	Diminished concern
Position changed	Priority shift
Specificity added	Crystallizing risk

变化	含义
新增风险	出现新的关注点
移除风险	问题已解决或不再强调
描述扩展	关注度提升
描述简化	关注度降低
位置变化	优先级转移
新增细节	风险具体化

Priority Assessment

优先级评估

Position	Prior Year	Current Year	Interpretation
Top 5	Top 5	Top 5	Persistent priority
Lower	Lower	Top 5	Elevated concern
Top 5	Top 5	Lower	Reduced priority
None	None	Added	New risk
Present	Present	Removed	Resolved

位置	上一年	本年度	解读
前5位	前5位	前5位	持续优先级
靠后	靠后	前5位	关注度提升
前5位	前5位	靠后	优先级降低
无	无	新增	新风险
存在	存在	移除	问题已解决

Business Description Changes

业务描述变化

What to Track

跟踪要点

Section	Changes to Note
Products	New offerings, discontinued products
Markets	Geographic expansion, exits
Customers	Target market shifts
Competition	New competitors, changed positioning
Strategy	New initiatives, changed priorities
Technology	Platform changes, R&D focus

章节	需注意的变化
产品	新增产品、停产产品
市场	地域扩张、退出
客户	目标市场转移
竞争	新竞争对手、定位变化
战略	新举措、优先级调整
技术	平台变化、研发重点

Strategic Shifts

战略转变

Indicator	Examples
New emphasis	Repeated new terms
Removed emphasis	Topics no longer discussed
Changed language	Different framing
Quantification	New metrics disclosed
Commitment	Specific targets stated

指标	示例
新强调点	反复提及的新术语
不再强调	不再讨论的话题
措辞变化	表述框架调整
量化披露	新增披露指标
承诺	明确的目标声明

Segment Performance Comparison

细分板块表现对比

Revenue Analysis

营收分析

Segment	Prior Year	Current Year	Growth	Mix Change
Segment A	$X	$Y	Z%	+/- pp
Segment B	$X	$Y	Z%	+/- pp

细分板块	上一年	本年度	增长率	占比变化
板块A	$X	$Y	Z%	+/- pp
板块B	$X	$Y	Z%	+/- pp

Segment Health Indicators

细分板块健康指标

Indicator	Positive	Negative
Growth	Accelerating	Decelerating
Margin	Improving	Declining
Share of Total	Increasing (if healthy)	Declining
Investment	Increasing	Divesting

指标	积极信号	消极信号
增长	增速加快	增速放缓
利润率	改善	下降
总营收占比	提升（若板块健康）	下降
投资	增加	剥离

Multi-Year Trend Analysis

多年趋势分析

3-5 Year Comparison

3-5年对比

Track over extended periods:

Revenue CAGR
Margin trajectories
Balance sheet evolution
Risk factor patterns
Strategic consistency

长期跟踪以下内容：

营收复合年增长率（CAGR）
利润率走势
资产负债表演变
风险因素模式
战略一致性

Inflection Points

拐点

Signal	What Changed
Growth acceleration	New product, market
Margin expansion	Scale, efficiency
Cash flow improvement	Working capital, CapEx
Risk emergence	New competitive threat
Strategic pivot	Changed direction

信号	变化内容
增长加速	新产品、新市场
利润率扩大	规模效应、效率提升
现金流改善	营运资本、资本支出优化
风险出现	新竞争威胁
战略转向	方向调整

Analysis Tips

分析技巧

Start with financials: Numbers provide objective comparison base.
Read both MD&As: Management commentary reveals context.
Track risk factor order: Position indicates priority.
Note new disclosures: First-time mentions often significant.
Compare segment detail: Business unit changes reveal strategy.
Check footnote changes: Accounting policy shifts matter.

从财务数据入手：数字提供客观的对比基础。
阅读两份MD&A：管理层评论能揭示背景信息。
跟踪风险因素排序：位置反映优先级。
注意新披露内容：首次提及的内容通常很重要。
对比细分板块细节：业务单元变化能体现战略。
检查附注变化：会计政策调整很关键。

Use Cases

应用场景

Investment research: Understand company trajectory
Due diligence: Track performance evolution
Competitive analysis: Compare across competitors
Risk monitoring: Identify emerging concerns
Earnings analysis: Context for quarterly results

投资研究：了解公司发展轨迹
尽职调查：跟踪业绩演变
竞争分析：跨竞品对比
风险监控：识别潜在关注点
收益分析：为季度业绩提供背景信息",