Margin of Safety

Margin of Safety

Margin of Safety

Margin of Safety is the idea of building a buffer between your estimate and failure. It’s used to prevent worst-case outcomes by creating room for error.


Whether in finance, engineering, or product delivery, the core principle is the same: don’t run everything so tight that one mistake breaks the system.

HOW IT SHOWS UP

Strategy


  • Accounting for execution risks when setting OKRs or initiative timelines.

  • Preventing over-optimism in resource allocation by baking in leeway.

  • Leaving room in budgets or hiring plans to handle pivots or delays.



Product


  • In roadmap planning, leaving space in the sprint for unplanned work or carryover.

  • Accounting for unexpected blockers in tech implementation, dependencies, or reviews.

  • Helps avoid overcommitting to leadership with timelines that assume ideal conditions.



Design


  • Building flexible layouts or flows that can handle future states or edge cases without redesign.

  • Creating design systems with scalable patterns to prevent rework later.

  • Avoiding pixel-perfect assumptions when the dev environment may not support it.



Leadership


  • Not maxing out individual contributor capacity to preserve adaptability.

  • Setting realistic expectations with stakeholders that accommodate uncertainty.

  • Building teams that can absorb failure without collapsing under pressure.


WHEN TO USE THIS MODEL

Spring Planning

This is the obvious one. Leave a buffer for carryover, QA cycles, or unexpected bugs. If your sprint plan only works in ideal conditions, it’s not a real plan.


Quarterly Planning

Use it when building longer-term roadmaps. Things break, people leave, dependencies shift. Give your teams a real chance to succeed by planning with breathing room.


Design System Scaling

If you’re designing for now without accounting for future features or scale, you’ll end up redesigning everything later. This is where forward-thinking buffer pays off.


HOW TO APPLY IT

Cap Commitments at 80%-90%

Avoid planning for 100% capacity. Use past velocity or known blockers to set a hard ceiling on commitments.


Account for Execution Risk

If a plan assumes perfect handoffs and zero bugs, it’s too tight. Add time or slack based on real-world variables.


Plan the Unplanned

Reserve bandwidth for discovery, stakeholder fire drills, or support work that always creeps in. Treat it as part of your process.


Dont Over-Cushion

A margin of safety isn’t an excuse for vague planning. If your buffer is so big that it hides inefficiency, you’re misusing the principle. Set margins based on historical friction, not fear.



Cap Commitments at 80%-90%

Avoid planning for 100% capacity. Use past velocity or known blockers to set a hard ceiling on commitments.


Account for Execution Risk

If a plan assumes perfect handoffs and zero bugs, it’s too tight. Add time or slack based on real-world variables.


Plan the Unplanned

Reserve bandwidth for discovery, stakeholder fire drills, or support work that always creeps in. Treat it as part of your process.


Dont Over-Cushion

A margin of safety isn’t an excuse for vague planning. If your buffer is so big that it hides inefficiency, you’re misusing the principle. Set margins based on historical friction, not fear.



Cap Commitments at 80%-90%

Avoid planning for 100% capacity. Use past velocity or known blockers to set a hard ceiling on commitments.


Account for Execution Risk

If a plan assumes perfect handoffs and zero bugs, it’s too tight. Add time or slack based on real-world variables.


Plan the Unplanned

Reserve bandwidth for discovery, stakeholder fire drills, or support work that always creeps in. Treat it as part of your process.


Dont Over-Cushion

A margin of safety isn’t an excuse for vague planning. If your buffer is so big that it hides inefficiency, you’re misusing the principle. Set margins based on historical friction, not fear.



Cap Commitments at 80%-90%

Avoid planning for 100% capacity. Use past velocity or known blockers to set a hard ceiling on commitments.


Account for Execution Risk

If a plan assumes perfect handoffs and zero bugs, it’s too tight. Add time or slack based on real-world variables.


Plan the Unplanned

Reserve bandwidth for discovery, stakeholder fire drills, or support work that always creeps in. Treat it as part of your process.


Dont Over-Cushion

A margin of safety isn’t an excuse for vague planning. If your buffer is so big that it hides inefficiency, you’re misusing the principle. Set margins based on historical friction, not fear.



More Mental Models

More Mental Models

More Mental Models