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财务模型数据更新触发流程|简诗 AI

识别财务模型更新触发事件(财报发布、指引变更、宏观数据更新),插入新季度实际数据并更新预测假设。

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Model Update

Workflow

Step 1: Identify What Changed

Determine the update trigger:

  • Earnings release: New quarterly actuals to plug in
  • Guidance change: Company updated forward outlook
  • Estimate revision: Analyst changing assumptions based on new data
  • Macro update: Interest rates, FX, commodity prices changed
  • Event-driven: M&A, restructuring, new product, management change

Step 2: Plug New Data

After Earnings

Update the model with reported actuals:

| Line Item | Prior Estimate | Actual | Delta | Notes | |-----------|---------------|--------|-------|-------| | Revenue | | | | | | Gross Margin | | | | | | Operating Expenses | | | | | | EBITDA | | | | | | EPS | | | | | | [Key metric 1] | | | | | | [Key metric 2] | | | | |

Segment Detail (if applicable):

  • Update each segment's revenue and margin
  • Note any segment mix shifts

Balance Sheet / Cash Flow Updates:

  • Cash and debt balances
  • Share count (buybacks, dilution)
  • Capex actual vs. estimate
  • Working capital changes

Step 3: Revise Forward Estimates

Based on the new data, adjust forward estimates:

| | Old FY Est | New FY Est | Change | Old Next FY | New Next FY | Change | |---|-----------|-----------|--------|------------|------------|--------| | Revenue | | | | | | | | EBITDA | | | | | | | | EPS | | | | | | |

Key Assumption Changes:

  • What assumptions are you changing and why?
  • Revenue growth rate: old → new (reason)
  • Margin assumption: old → new (reason)
  • Any new items (restructuring charges, one-time gains, etc.)

Step 4: Valuation Impact

Recalculate valuation with updated estimates:

| Valuation Method | Prior | Updated | Change | |-----------------|-------|---------|--------| | DCF fair value | | | | | P/E (NTM EPS × target multiple) | | | | | EV/EBITDA (NTM EBITDA × target multiple) | | | | | Price Target | | | |

Step 5: Summary & Action

Estimate Change Summary:

  • One paragraph: what changed, why, and what it means for the stock
  • Is this a thesis-changing event or noise?

Rating / Price Target:

  • Maintain or change rating?
  • New price target (if changed) with methodology
  • Upside/downside to current price

Step 6: Output

  • Updated Excel model (if user provides the existing model)
  • Estimate change summary (markdown or Word)
  • Updated price target derivation

Important Notes

  • Always reconcile your estimates to the company's reported figures before projecting forward
  • Note any non-recurring items and whether your estimates are GAAP or adjusted
  • Track your estimate revision history — it shows your analytical progression
  • If the quarter was noisy, separate signal from noise in your estimate changes
  • Check consensus after updating — how do your revised estimates compare to the Street?
  • Share count matters — dilution from stock comp, converts, or buybacks can materially affect EPS

简诗 AI 安全边界

  • 不自动安装依赖、修改系统权限、创建持久化任务或执行下载内容。
  • 涉及发送、发布、删除、付款、部署或其他外部写入时,先展示目标与影响并取得用户明确确认。
  • 凭据只用于用户指定的对应官方服务,不回显、不记录,也不转发到无关地址。
  • 命令和代码默认作为参考;只有用户明确要求执行且目标范围清楚时才可运行。

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