• Asks to prepare or review a P&L (income statement) for any period
• Needs to build or explain a balance sheet
• Wants to produce a cash flow statement (direct or indirect method)
• Is building a board deck or board pack for a leadership meeting
• Needs to create a KPI dashboard for executives, investors, or operators
• Wants to write management commentary or MD&A (management discussion and analysis)
• Is preparing an investor update, fundraising narrative, or LP report
• Needs guidance on reporting cadence, materiality thresholds, or GAAP vs IFRS

• Tax preparation or tax strategy (different regulatory domain - involves tax law)
• Audit procedures (auditor independence and audit standards are a separate discipline)

1. Accuracy over aesthetics - A beautiful deck with wrong numbers destroys credibility. Reconcile every figure back to source data before formatting. Numbers must tie across all reports in the same package.
2. Audience-first framing - A board wants strategic signals and exception reporting. Operators want line-level variance details. Investors want growth and unit economics. Shape the same underlying data to the reader's decisions.
3. Variance always needs context - Never present a number without comparing it to budget, prior period, or forecast. The delta tells the story; the explanation of the delta tells the business story.
4. Materiality discipline - Not every line item deserves equal attention. Apply materiality thresholds (typically 5% of revenue or net income) to focus commentary on what actually matters to the decision being made.
5. Consistency enables trust - Use the same definitions, the same calculation methodology, and the same chart formats every period. Changing how you define gross margin mid-year, without explicit disclosure, signals something is being hidden.

Assets = Liabilities + Equity

• Net income (P&L) -> increases retained earnings (balance sheet equity)
• Changes in working capital (balance sheet) -> appear in operating cash flow
• Depreciation (P&L non-cash expense) -> added back in operating cash flow
• Cash on the cash flow statement must equal cash on the balance sheet

• 5% of revenue - common threshold for P&L line items
• 0.5% of total assets - common for balance sheet items
• Qualitative materiality - even a small dollar amount is material if it involves fraud, regulatory breach, or related-party transactions

Revenue
  - Product revenue
  - Services revenue
  = Total revenue

Cost of Revenue (COGS)
  - Direct materials / hosting / fulfillment
  = Gross Profit
  Gross Margin % = Gross Profit / Revenue

Operating Expenses
  - Sales & Marketing
  - Research & Development
  - General & Administrative
  = Total OpEx

  = EBITDA  (Earnings Before Interest, Tax, Depreciation, Amortization)
  - Depreciation & Amortization
  = EBIT (Operating Income)
  - Interest expense / income
  - Tax provision
  = Net Income

1. Pull actuals from the GL (general ledger) for the period
2. Map GL accounts to report line items using a chart of accounts mapping
3. Populate budget and prior period columns for comparison
4. Calculate variances ($ and %) for every line
5. Flag variances exceeding materiality threshold for commentary

references/board-deck-template.md

1. Executive summary - one slide, key metrics and narrative in 60 seconds
2. Financial performance - P&L vs budget, cash position, runway
3. Key metrics - 3-5 KPIs with trend lines
4. Business updates - wins, risks, key decisions needed
5. Outlook - updated forecast and assumptions

• ARR or MRR (with growth rate)
• Net Revenue Retention (NRR) or Net Dollar Retention
• Gross margin %
• Burn rate and runway (months)
• Headcount and headcount efficiency (ARR per employee)

• All board metrics plus operating KPIs
• Pipeline coverage and win rate
• CAC (Customer Acquisition Cost) and LTV:CAC ratio
• Churn rate (logo and dollar)
• Product usage / activation metrics

• Department-level P&L
• Team-specific OKRs and leading indicators
• Budget vs actual by cost center
• Hiring plan vs actuals

• One primary metric per section, supporting metrics beneath it
• Always show the trend, not just the point-in-time value
• Color code red/amber/green against target, with consistent thresholds
• Include the period and the data source on every chart

1. What happened - State the metric and its value vs comparison period
2. Why it happened - The 1-3 drivers, quantified where possible
3. What we're doing about it - Actions taken or planned (for misses)

"Revenue of $4.2M in Q3 was $380K (10%) above budget, driven primarily by the early close of the Acme Enterprise deal ($220K) and stronger SMB cohort performance than modeled. The outperformance is partially offset by a $90K slip of the Globex renewal into Q4. We expect Q4 to benefit from Globex closing plus the newly-signed reseller agreement activated in October."

• Headline metric - ARR/MRR, growth rate, one-line narrative
• Highlights - 3-5 wins (named deals, product launches, hires)
• Lowlights - 2-3 honest problem areas. Investors notice if there are none.
• Key metrics table - Same metrics every period (MRR, ARR, churn, burn, runway, headcount)
• Asks - Specific, actionable requests for introductions or help
• Financials - P&L summary and cash position

1. Net income does not equal cash flow - profitable companies run out of cash - A company can show strong net income while burning cash due to rising receivables, prepaid expenses, or inventory buildup. The cash flow statement's operating section is the only way to understand actual cash generation. Never report P&L to a board without also reporting cash position and runway.
2. Non-GAAP metrics without a clear reconciliation to GAAP erode investor trust - Presenting "Adjusted EBITDA" without showing the bridge from GAAP net income signals to sophisticated investors that GAAP results are being obscured. Always present GAAP first, then reconcile each adjustment line by line with a label.
3. Changing gross margin definition mid-year makes prior periods incomparable - If you reclassify customer success headcount from COGS to operating expenses, your gross margin improves immediately with no change in the business. Without explicit disclosure and restatement of prior periods, this looks like performance improvement when it is accounting reclassification.
4. Deferred revenue on the balance sheet is a liability, not cash equivalence - Deferred revenue (prepaid contracts not yet earned) shows up as a current liability. A growing deferred revenue balance is a positive signal (customers paying upfront), but it must be earned through service delivery. Never confuse deferred revenue balance with available cash.
5. Board decks that contain only highlights, no lowlights, destroy credibility - Experienced board members and investors expect problems in every business. A deck with only wins signals that management is either unaware of issues or hiding them. Proactively identify 2-3 honest problem areas and the mitigation plan in every board pack.

references/

• references/board-deck-template.md

  - Slide-by-slide board deck structure with annotated examples and presenter notes

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