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Capacity Planning Spreadsheet Template

Model realistic engineering capacity by accounting for incidents, toil, support, and meetings before you commit roadmap features. Copy this structure into Sheets/Excel and plug in your team data.

How to use: Fill the inputs table with your team size, working hours, and observed percentages for incidents/toil/support/meetings. The template calculates true feature capacity and creates a buffer for surprises. Commit roadmap only up to the commitment capacity.

1) Inputs (edit these for your team)

Input Value Notes
Team Size 6 engineers Include engineers contributing to the roadmap
Hours per Engineer (quarter) 300 hours Adjust for vacations/holidays (e.g., 10 weeks x 30 hrs focus)
Incident Time % 18% Average of last 2-3 quarters
Toil & Maintenance % 22% Upgrades, patching, tech debt
Support & Troubleshooting % 15% Product team questions, pairing, unblockers
Meetings & Overhead % 12% Planning, ceremonies, stakeholder reviews
Feature Work Target % 33% 1 - (incident + toil + support + meetings)
Commitment Capacity % 35% Add small buffer if data is noisy; avoid over-commit

2) Calculations (copy these formulas)

Total Capacity (hours): =Team_Size * Hours_per_Engineer → Example: 6 * 300 = 1,800

Feature Capacity (hours): =Total_Capacity * Feature_Work_Target_% → 1,800 * 33% = 594

Commitment Capacity (hours): =Total_Capacity * Commitment_Capacity_% → 1,800 * 35% = 630

Hours Already Promised: Sum of all features with estimates

Remaining Buffer: =Commitment_Capacity - Hours_Already_Promised

3) Feature Stack (prioritize to fit capacity)

Feature Priority Estimate (hrs) Conf. % Owner Status
Service Mesh Integration P0 240 70% Alex At Risk
Multi-Region Deployments P0 210 75% Priya At Risk
Cost Attribution by Service P1 140 80% Diego On Track
DR Automation P2 120 65% Sam At Risk

Total Estimated: 710 hours (exceeds commitment capacity of 630) → Re-scope or de-prioritize.

4) Outputs to Share

Tip: Re-baseline percentages each quarter from actuals. If incidents drop from 18% to 12%, your feature capacity rises—celebrate that and reinvest intentionally (not by surprise over-commitments).
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