Annual Report Generator
Build a complete annual business report from raw data. Covers financial performance, operational metrics, strategic highlights, and forward-looking guidance.
What This Skill Does
Takes your company data and generates a board-ready annual report with:
- Financial Summary — Revenue, COGS, gross margin, EBITDA, net income, YoY comparisons
- Operational Metrics — Headcount, productivity ratios, customer metrics, unit economics
- Strategic Review — Key wins, market position, competitive landscape, risks addressed
- Forward Guidance — Next-year targets, strategic priorities, investment thesis, risk outlook
How to Use
Tell your agent: "Generate our annual report" and provide:
- Revenue figures — Monthly or quarterly, by product/segment if available
- Expense data — By category (payroll, COGS, SGA, R&D)
- Customer metrics — Total customers, churn, NRR, NPS, ARR
- Headcount — Start/end of year, by department
- Key milestones — Product launches, partnerships, funding, market expansion
Report Structure
1. Executive Summary (1 page)
- Year in review headline
- 3-5 key metrics with YoY change
- CEO/founder letter themes
2. Financial Performance
| Metric |
This Year |
Last Year |
Change |
| Revenue |
— |
— |
—% |
| Gross Margin |
— |
— |
—pp |
| EBITDA |
— |
— |
—% |
| Net Income |
— |
— |
—% |
| Cash Position |
— |
— |
— |
Revenue breakdown by:
- Product/service line
- Geography
- Customer segment
- New vs expansion vs renewal
Expense analysis:
- Cost structure breakdown (% of revenue)
- Headcount cost per employee
- R&D as % of revenue (benchmark: 15-25% for SaaS)
- SGA efficiency ratio
3. Operational Review
Customer metrics:
- Total customers (start → end)
- Logo churn rate (benchmark: <10% annually)
- Net Revenue Retention (benchmark: >110% for B2B SaaS)
- CAC and LTV with ratio (target: >3x)
- NPS or CSAT scores
Team metrics:
- Revenue per employee (benchmark: $200-300K for SaaS)
- Employee satisfaction/eNPS
- Turnover rate (benchmark: <15%)
- Key hires and departures
4. Strategic Highlights
- Top 3-5 achievements with business impact
- Product milestones and roadmap delivery
- Market expansion (new segments, geographies)
- Partnership and channel developments
- Brand and thought leadership wins
5. Risk Register
| Risk |
Likelihood |
Impact |
Mitigation |
Status |
| Market contraction |
Medium |
High |
Diversified segments |
Monitoring |
| Key person dependency |
Medium |
High |
Cross-training program |
In progress |
| Competitive pressure |
High |
Medium |
Innovation velocity |
Active |
6. Forward Guidance
- Revenue target and growth assumptions
- Key initiatives for next year (max 5)
- Planned investments (headcount, product, market)
- Metrics to watch
- Scenarios: bear / base / bull
Benchmarks by Company Stage
| Stage |
Revenue Growth |
Burn Multiple |
Rule of 40 |
| Seed–A |
100-300% |
<2x |
N/A |
| Series B |
80-150% |
<1.5x |
>20 |
| Series C |
50-80% |
<1x |
>30 |
| Growth |
30-50% |
<0.8x |
>40 |
| Scale |
20-30% |
Profitable |
>40 |
Presentation Tips
- Lead with the story, support with numbers — Don't dump data. Frame each section around a narrative.
- Honest about misses — Credibility comes from acknowledging what didn't work.
- Forward-looking > backward-looking — Investors care more about where you're going.
- Consistent formatting — Same metrics, same definitions, year over year.
- One page per section — Force prioritization. If it doesn't fit one page, it's not tight enough.
Useful Formulas
Gross Margin = (Revenue - COGS) / Revenue
EBITDA Margin = EBITDA / Revenue
Rule of 40 = Revenue Growth % + EBITDA Margin %
Burn Multiple = Net Burn / Net New ARR
Magic Number = Net New ARR / Prior Quarter S&M Spend
CAC Payback = CAC / (ARPA × Gross Margin)
LTV = ARPA × Gross Margin / Monthly Churn Rate
Built by AfrexAI — AI context packs that make your agents actually useful.
Get the full toolkit:
1---2name: afrexai-annual-report3description: Annual Report Generator4---5# Annual Report Generator67Build a complete annual business report from raw data. Covers financial performance, operational metrics, strategic highlights, and forward-looking guidance.89## What This Skill Does1011Takes your company data and generates a board-ready annual report with:1213- **Financial Summary** — Revenue, COGS, gross margin, EBITDA, net income, YoY comparisons14- **Operational Metrics** — Headcount, productivity ratios, customer metrics, unit economics15- **Strategic Review** — Key wins, market position, competitive landscape, risks addressed16- **Forward Guidance** — Next-year targets, strategic priorities, investment thesis, risk outlook1718## How to Use1920Tell your agent: "Generate our annual report" and provide:21221. **Revenue figures** — Monthly or quarterly, by product/segment if available232. **Expense data** — By category (payroll, COGS, SGA, R&D)243. **Customer metrics** — Total customers, churn, NRR, NPS, ARR254. **Headcount** — Start/end of year, by department265. **Key milestones** — Product launches, partnerships, funding, market expansion2728## Report Structure2930### 1. Executive Summary (1 page)31- Year in review headline32- 3-5 key metrics with YoY change33- CEO/founder letter themes3435### 2. Financial Performance36| Metric | This Year | Last Year | Change |37|--------|-----------|-----------|--------|38| Revenue | — | — | —% |39| Gross Margin | — | — | —pp |40| EBITDA | — | — | —% |41| Net Income | — | — | —% |42| Cash Position | — | — | — |4344**Revenue breakdown** by:45- Product/service line46- Geography47- Customer segment48- New vs expansion vs renewal4950**Expense analysis:**51- Cost structure breakdown (% of revenue)52- Headcount cost per employee53- R&D as % of revenue (benchmark: 15-25% for SaaS)54- SGA efficiency ratio5556### 3. Operational Review57**Customer metrics:**58- Total customers (start → end)59- Logo churn rate (benchmark: <10% annually)60- Net Revenue Retention (benchmark: >110% for B2B SaaS)61- CAC and LTV with ratio (target: >3x)62- NPS or CSAT scores6364**Team metrics:**65- Revenue per employee (benchmark: $200-300K for SaaS)66- Employee satisfaction/eNPS67- Turnover rate (benchmark: <15%)68- Key hires and departures6970### 4. Strategic Highlights71- Top 3-5 achievements with business impact72- Product milestones and roadmap delivery73- Market expansion (new segments, geographies)74- Partnership and channel developments75- Brand and thought leadership wins7677### 5. Risk Register78| Risk | Likelihood | Impact | Mitigation | Status |79|------|-----------|--------|------------|--------|80| Market contraction | Medium | High | Diversified segments | Monitoring |81| Key person dependency | Medium | High | Cross-training program | In progress |82| Competitive pressure | High | Medium | Innovation velocity | Active |8384### 6. Forward Guidance85- Revenue target and growth assumptions86- Key initiatives for next year (max 5)87- Planned investments (headcount, product, market)88- Metrics to watch89- Scenarios: bear / base / bull9091## Benchmarks by Company Stage9293| Stage | Revenue Growth | Burn Multiple | Rule of 40 |94|-------|---------------|---------------|------------|95| Seed–A | 100-300% | <2x | N/A |96| Series B | 80-150% | <1.5x | >20 |97| Series C | 50-80% | <1x | >30 |98| Growth | 30-50% | <0.8x | >40 |99| Scale | 20-30% | Profitable | >40 |100101## Presentation Tips102103- **Lead with the story, support with numbers** — Don't dump data. Frame each section around a narrative.104- **Honest about misses** — Credibility comes from acknowledging what didn't work.105- **Forward-looking > backward-looking** — Investors care more about where you're going.106- **Consistent formatting** — Same metrics, same definitions, year over year.107- **One page per section** — Force prioritization. If it doesn't fit one page, it's not tight enough.108109## Useful Formulas110111```112Gross Margin = (Revenue - COGS) / Revenue113EBITDA Margin = EBITDA / Revenue114Rule of 40 = Revenue Growth % + EBITDA Margin %115Burn Multiple = Net Burn / Net New ARR116Magic Number = Net New ARR / Prior Quarter S&M Spend117CAC Payback = CAC / (ARPA × Gross Margin)118LTV = ARPA × Gross Margin / Monthly Churn Rate119```120121---122123Built by [AfrexAI](https://afrexai-cto.github.io/context-packs/) — AI context packs that make your agents actually useful.124125**Get the full toolkit:**126- [AI Revenue Calculator](https://afrexai-cto.github.io/ai-revenue-calculator/) — Find where you're losing money127- [Agent Setup Wizard](https://afrexai-cto.github.io/agent-setup/) — Deploy your first AI agent in 15 minutes128- [Context Packs Store](https://afrexai-cto.github.io/context-packs/) — Industry-specific agent intelligence ($47/pack)
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