AI Skill Report Card

Generated Skill

B-70·Jan 24, 2026

Creating Investor Reports

QUARTERLY INVESTOR PACKAGE TEMPLATE

1. EARNINGS RELEASE
   - Headline: [Company] Reports Q[X] [Year] Results
   - Key metrics table (Revenue, EPS, margins)
   - CEO quote on performance
   - Business highlights (3-5 bullets)
   - Forward guidance
   - Conference call details

2. MD&A NARRATIVE
   - Executive summary
   - Revenue analysis by segment
   - Cost structure changes
   - Cash flow discussion
   - Risk factors update

3. SUPPLEMENTAL SCHEDULES
   - Non-GAAP reconciliations
   - Segment breakdowns
   - Geographic revenue
   - Key operating metrics

4. KPI TRENDING (5-quarter view)
5. GUIDANCE BRIDGE
6. INVESTOR FAQ
Recommendation
Consider adding more specific examples

Phase 1: Data Preparation

  • Collect preliminary financials from accounting
  • Gather KPI data by business unit
  • Review prior quarter guidance vs. actuals
  • Identify key story themes and messaging

Phase 2: Core Documents

  • Draft earnings release (lead with strongest metrics)
  • Write MD&A sections (revenue → costs → cash → outlook)
  • Create supplemental schedules with non-GAAP reconciliations
  • Build 5-quarter KPI trending charts

Phase 3: Forward-Looking Materials

  • Prepare guidance bridge showing key assumptions
  • Draft FAQ addressing obvious investor questions
  • Create executive summary (1-page version)

Phase 4: Compliance Review

  • SOX controls: Verify all financial data ties to books
  • Reg FD check: Ensure no material non-public information
  • Legal review of forward-looking statements
  • Final reconciliation of all numbers
Recommendation
Include edge cases

Example 1: Input: Q3 results - Revenue $150M (up 12%), EBITDA $45M (30% margin), raised FY guidance Output:

  • Headline: "XYZ Corp Reports Strong Q3 Growth with 12% Revenue Increase"
  • Key metrics table showing beat vs. consensus
  • Bridge showing Q4 guidance raise driven by demand strength
  • FAQ addressing sustainability of margins

Example 2: Input: Challenging quarter - Revenue $95M (down 5%), one-time restructuring charge $8M Output:

  • Balanced narrative emphasizing underlying business trends
  • Non-GAAP reconciliation excluding restructuring
  • MD&A explaining market headwinds and management actions
  • Forward guidance reflecting realistic expectations

Structure and Flow:

  • Lead with strongest performance metrics
  • Use consistent terminology across all documents
  • Include both GAAP and non-GAAP views with clear reconciliations
  • Provide context (vs. prior periods, vs. guidance, vs. peers)

Compliance Standards:

  • All forward-looking statements need safe harbor language
  • Non-GAAP metrics require prominent GAAP reconciliation
  • Material changes require explanation in MD&A
  • Maintain detailed support files for all figures

Investor Communication:

  • Anticipate obvious questions and address proactively
  • Use clear, jargon-free language in summary materials
  • Provide both detail (for analysts) and summaries (for press)
  • Include relevant business context and market dynamics

Data Integrity Issues:

  • Numbers not tying between documents
  • Missing non-GAAP reconciliations
  • Inconsistent rounding across schedules

Compliance Oversights:

  • Forward-looking statements without safe harbor
  • Selective disclosure of material information
  • Missing SOX sign-offs from management

Communication Failures:

  • Burying the lead story in technical details
  • Over-optimistic guidance without proper support
  • Failing to address obvious weaknesses or concerns
  • Using different metrics definitions than historical

Process Problems:

  • Starting document creation too late in close process
  • Not aligning messaging across investor relations and PR teams
  • Insufficient time for proper legal and accounting review
0
Grade B-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15