---
generated: '{{ISO-timestamp}}'
period: '{{date-range}}'
features-analyzed: '{{N}}'
---

# Business Metrics Dashboard

## Period: {{date-range}}

---

## Executive Summary

- **Features delivered**: {{N}}
- **Average delivery time**: {{N}} days
- **Quality first-pass rate**: {{N}}%
- **Estimated total cost**: ${{N}}

---

## Feature Velocity

| Period         | Features Delivered | Avg Cycle Time | Trend          |
| -------------- | ------------------ | -------------- | -------------- |
| {{this-month}} | {{N}}              | {{N}} days     | up/down/stable |
| {{last-month}} | {{N}}              | {{N}} days     | —              |

### Velocity Chart

```mermaid
xychart-beta
    title "ROI / Payback Projection"
    x-axis ["Q1", "Q2", "Q3", "Q4", "Y2-Q1", "Y2-Q2"]
    y-axis "Cumulative Value ({{UNIT}})" 0 --> {{Y_MAX}}
    bar [{{COSTS_BY_QUARTER}}]
    line [{{VALUE_BY_QUARTER}}]
```

---

## Stage Duration Breakdown

| Stage              | Avg Duration | % of Total | Bottleneck? |
| ------------------ | ------------ | ---------- | ----------- |
| Problem Validation | {{N}} min    | {{N}}%     | No          |
| Research           | {{N}} min    | {{N}}%     | No          |
| Specification      | {{N}} min    | {{N}}%     | No          |
| Planning           | {{N}} min    | {{N}}%     | No          |
| Task Breakdown     | {{N}} min    | {{N}}%     | No          |
| Implementation     | {{N}} min    | {{N}}%     | Yes/No      |
| Validation         | {{N}} min    | {{N}}%     | No          |
| Comms Generation   | {{N}} min    | {{N}}%     | No          |

---

## Quality Trends

| Metric                       | This Period | Previous  | Trend     |
| ---------------------------- | ----------- | --------- | --------- |
| First-pass validation rate   | {{N}}%      | {{N}}%    | improving |
| Avg validation score         | {{N}}/100   | {{N}}/100 | improving |
| Remediation iterations avg   | {{N}}       | {{N}}     | improving |
| Most common failure category | {{cat}}     | {{cat}}   | —         |

---

## Cost Analysis

| Metric                     | Value   | Trend  |
| -------------------------- | ------- | ------ |
| Avg tokens per feature     | {{N}}k  | stable |
| Estimated cost per feature | ${{N}}  | stable |
| Subagent/CLI fan-out cost  | +{{N}}% | stable |

---

## Portfolio Status

| Feature       | Stage        | Status      | Days in Stage | Risk   |
| ------------- | ------------ | ----------- | ------------- | ------ |
| {{feature-1}} | Implementing | On Track    | {{N}}         | Low    |
| {{feature-2}} | Validating   | Remediation | {{N}}         | Medium |
| {{feature-3}} | Planning     | Blocked     | {{N}}         | High   |

---

## Scope Health

| Metric                         | Value                  | Status  |
| ------------------------------ | ---------------------- | ------- |
| Avg spec revisions per feature | {{N}}                  | Healthy |
| Avg task count growth          | {{N}}%                 | Healthy |
| Build vs Buy decisions         | {{N}} build, {{N}} buy | —       |
| Features with scope creep      | {{N}}/{{N}}            | Healthy |
| Assumptions disproven          | {{N}}                  | —       |

---

## Business Impact Summary

| Feature Delivered | Problem Solved            | Estimated Annual Value |
| ----------------- | ------------------------- | ---------------------- |
| {{feature-1}}     | {{problem-brief-summary}} | ${{estimate}}          |
| {{feature-2}}     | {{problem-brief-summary}} | ${{estimate}}          |

**Total estimated annual value delivered**: ${{total}}

---

## Insights & Recommendations

1. **{{insight-1}}**: {{action-recommendation}}
2. **{{insight-2}}**: {{action-recommendation}}
3. **{{insight-3}}**: {{action-recommendation}}

---

_Generated by Gofer Business Metrics Analyzer — {{ISO-timestamp}}_ _Data
sources: pipeline.jsonl, context-usage.jsonl, validation-findings.jsonl_
