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cost-benefit-analysis

Build a business case with costs, benefits, and ROI. Use when the user says "cost-benefit analysis", "business case", "ROI calculation", "is this worth it", "justify the investment", "payback period", "benefits realization", "financial justification", "total cost of ownership", "should we build or buy", "investment appraisal" - even if they don't explicitly say "CBA".

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  • SKILL.md5.6 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Overview

Based on The Business Analysis Handbook by Helen Winter - the Benefits Realization Framework that traces every requirement through output to benefit to business objective, ensuring nothing is built without a measurable business outcome. Also draws on Business Process Change by Paul Harmon for Activity-Based Costing in process improvements, and Business Analysis Techniques by James Cadle for the structured CBA technique with worked examples. The key insight from Winter: a cost-benefit analysis that only counts costs and tangible revenue misses the point. Benefits must be mapped to business objectives, and intangible benefits need proxy metrics.

Workflow

Step 1: Define the decision

State what is being evaluated:

DECISION: [What are we comparing?]
OPTIONS: [Build vs. Buy / Option A vs. B / Do vs. Don't]
TIME HORIZON: [3-5 years is standard]
DISCOUNT RATE: [organization's cost of capital or hurdle rate]

Step 2: Identify all costs

Categorize into one-time and recurring:

ONE-TIME COSTS:
- Development / procurement: $[amount]
- Data migration: $[amount]
- Training and change management: $[amount]
- Infrastructure setup: $[amount]

RECURRING COSTS (annual):
- Licensing / subscription: $[amount]
- Maintenance and support: $[amount]
- Operations and infrastructure: $[amount]
- Ongoing training: $[amount]

Use Harmon's Activity-Based Costing to trace costs to specific process activities rather than lumping into categories.

Step 3: Identify benefits using Winter's Benefits Map

Trace each benefit to a business objective:

Requirement --> Output --> Benefit --> Business Objective

Example:
"Automated order validation" --> "Orders validated in < 1 min"
--> "Reduced processing cost by $50K/year" --> "Improve operational efficiency (BO-2)"

Classify benefits:

  • Tangible (financial): Revenue increase, cost reduction - quantify in currency
  • Tangible (non-financial): Time saved, error reduction - quantify in units
  • Intangible: User satisfaction, brand perception - define a proxy metric

Step 4: Quantify over the time horizon

Build a year-by-year table:

| Year | Costs | Benefits | Net | Cumulative |
|------|-------|----------|-----|------------|
| 0    | -$[X] | $0       | -$[X] | -$[X]  |
| 1    | -$[X] | +$[X]   | +$[X] | -$[X]  |
| 2    | -$[X] | +$[X]   | +$[X] | +$[X]  |  <-- Payback
| ...  | ...   | ...      | ...   | ...     |

Calculate:

  • NPV = Sum of (Benefit_t - Cost_t) / (1 + r)^t for each year
  • ROI = (Total Benefits - Total Costs) / Total Costs x 100%
  • Payback Period = Year when cumulative net benefits turn positive

Step 5: Apply risk adjustment

For each major benefit and cost, assess:

ITEM: [benefit or cost]
BASE ESTIMATE: $[amount]
PROBABILITY: [% likelihood of realization]
RISK-ADJUSTED VALUE: $[base x probability]
KEY ASSUMPTION: [what must be true for this estimate to hold]

Run sensitivity analysis on the top 3 assumptions: what happens to NPV if each assumption is 20% worse?

Step 6: Build the comparison and recommend

For each option, present: total cost, total benefit, NPV, ROI, payback period, and key risks. Recommend the option with the best risk-adjusted NPV, not just the lowest cost or highest ROI.

Step 7: Output the CBA document

# Cost-Benefit Analysis: [Decision Name]

## 1. Executive Summary (recommendation + key numbers)
## 2. Decision and Options
## 3. Cost Breakdown (one-time + recurring)
## 4. Benefits Map (Winter's chain: requirement -> output -> benefit -> objective)
## 5. Financial Summary (NPV, ROI, Payback table)
## 6. Risk and Sensitivity Analysis
## 7. Recommendation
## 8. Assumptions Register

Anti-Patterns

1. Counting only tangible benefits Bad: CBA that shows $200K in development cost vs. $0 in quantified benefits because "it's hard to measure." Good: Use proxy metrics for intangibles: "Reduce manual effort by 20 hours/week = $52K/year at fully loaded cost."

2. Ignoring ongoing costs (TCO) Bad: Comparing $100K build cost to $80K buy cost (year 1 only). Good: Total Cost of Ownership over the full time horizon including maintenance, licensing, and operations.

3. Benefits without a realization owner Bad: "$500K in efficiency gains" with no one accountable for realizing them. Good: Each benefit has an owner who is responsible for tracking realization post-implementation.

4. No sensitivity analysis Bad: Single-point estimates presented as certain. Good: Show what happens if key assumptions change by +/- 20%. If NPV goes negative, the decision is fragile.

5. Comparing apples to oranges Bad: Comparing undiscounted future benefits to present-day costs. Good: All values discounted to present value using the same rate and time horizon.

Quality Checklist

  • Decision and options clearly stated
  • All cost categories covered (one-time + recurring = TCO)
  • Benefits traced to business objectives using Winter's Benefits Map
  • Tangible benefits quantified in currency
  • Intangible benefits have proxy metrics
  • NPV, ROI, and Payback Period calculated
  • Key assumptions listed explicitly
  • Sensitivity analysis on top 3 assumptions
  • Each benefit has a realization owner
  • Recommendation based on risk-adjusted NPV

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