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Three Cash Forecasts Every Founder Should Maintain: Conservative, Realistic, and Aggressive



By: Jack Nicholaisen author image
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You need cash forecasts.

One forecast isn’t enough.

You need three scenarios.

You need conservative, realistic, and aggressive.

Three cash forecasts. Multiple scenarios. Range of outcomes. Your planning.

This guide shows you how.

Conservative forecast. Realistic forecast. Aggressive forecast. Your preparation.

Read this. Build three forecasts. Plan for range.

article summaryKey Takeaways

  • Conservative forecast—assume lower revenue, higher expenses, and slower collections for worst-case planning
  • Realistic forecast—use expected revenue, normal expenses, and typical timing for base-case planning
  • Aggressive forecast—assume higher revenue, lower expenses, and faster collections for best-case planning
  • Use all three—compare scenarios to understand range of outcomes and plan accordingly
  • Update regularly—revisit all three forecasts monthly as actual results come in and assumptions change
three cash forecasts conservative realistic aggressive scenarios planning

Why Three Forecasts

Three forecasts show range.

What happens with one forecast:

  • Single point estimate is often wrong
  • Range of outcomes is unknown
  • Planning is based on assumptions
  • Surprises are common

What happens with three forecasts:

  • Range of outcomes is visible
  • Planning accounts for uncertainty
  • Decisions are more informed
  • Surprises are anticipated

The reality: Three forecasts enable better planning.

Conservative Forecast

Build conservative forecast:

Lower Revenue Assumptions

What assumptions to use:

  • 10-20% below expected revenue
  • Slower customer acquisition
  • Lower average deal size
  • Higher churn rates

Why it matters: Conservative revenue shows worst case.

Higher Expense Assumptions

What assumptions to use:

  • 10-20% above expected expenses
  • Unexpected costs included
  • Higher cost of goods sold
  • More overhead

Why it matters: Higher expenses show worst case.

Slower Collections

What timing to assume:

  • Longer payment terms
  • More late payments
  • Higher bad debt
  • Slower cash conversion

Why it matters: Slower collections reduce cash.

Pro tip: Build conservative forecast. Lower revenue, higher expenses, slower collections. Use our Cash Flow Forecast Calculator for easy modeling. See our cash flow scenario planning guide for comprehensive modeling.

conservative cash forecast lower revenue higher expenses worst case

Realistic Forecast

Build realistic forecast:

Expected Revenue Assumptions

What assumptions to use:

  • Based on historical trends
  • Expected growth rates
  • Normal customer acquisition
  • Typical deal sizes

Why it matters: Realistic revenue shows base case.

Normal Expense Assumptions

What assumptions to use:

  • Based on historical spending
  • Expected cost increases
  • Normal operating expenses
  • Typical overhead

Why it matters: Normal expenses show base case.

Typical Collections

What timing to assume:

  • Standard payment terms
  • Normal collection rates
  • Typical bad debt
  • Expected cash conversion

Why it matters: Typical collections show base case.

Pro tip: Build realistic forecast. Expected revenue, normal expenses, typical collections. Use our Cash Flow Forecast Calculator for easy modeling.

Aggressive Forecast

Build aggressive forecast:

Higher Revenue Assumptions

What assumptions to use:

  • 10-20% above expected revenue
  • Faster customer acquisition
  • Higher average deal size
  • Lower churn rates

Why it matters: Higher revenue shows best case.

Lower Expense Assumptions

What assumptions to use:

  • 10-20% below expected expenses
  • Cost efficiencies realized
  • Lower cost of goods sold
  • Less overhead

Why it matters: Lower expenses show best case.

Faster Collections

What timing to assume:

  • Shorter payment terms
  • Fewer late payments
  • Lower bad debt
  • Faster cash conversion

Why it matters: Faster collections increase cash.

Pro tip: Build aggressive forecast. Higher revenue, lower expenses, faster collections. Use our Cash Flow Forecast Calculator for easy modeling.

aggressive cash forecast higher revenue lower expenses best case

Using All Three

Use all three forecasts together:

Compare Scenarios

What to compare:

  • Cash positions across scenarios
  • Runway differences
  • Funding needs
  • Risk levels

Why it matters: Comparison shows range.

Plan for Worst Case

What to plan for:

  • Conservative scenario as baseline
  • Ensure survival in worst case
  • Build buffers
  • Prepare contingencies

Why it matters: Worst-case planning prevents failure.

Optimize for Best Case

What to optimize for:

  • Aggressive scenario as stretch goal
  • Plan for growth opportunities
  • Scale resources
  • Capture upside

Why it matters: Best-case planning enables growth.

Pro tip: Use all three. Compare scenarios, plan for worst case, optimize for best case. See our cash flow scenario planning guide for comprehensive modeling.

Updating Regularly

Update all three forecasts regularly:

Monthly Updates

What to update monthly:

  • Actual results vs. all three forecasts
  • Adjust assumptions based on reality
  • Revise future months
  • Improve accuracy

Why it matters: Regular updates maintain relevance.

Track Accuracy

What accuracy to track:

  • Which scenario was closest
  • Patterns in variances
  • Areas needing improvement
  • Better assumptions

Why it matters: Tracking improves future forecasts.

Refine Assumptions

What assumptions to refine:

  • Revenue assumptions
  • Expense assumptions
  • Collection timing
  • Other key drivers

Why it matters: Refinement improves accuracy.

Pro tip: Update regularly. Monthly updates, track accuracy, refine assumptions. See our monthly financial review guide for routine.

Your Next Steps

Build three forecasts. Compare scenarios. Update regularly.

This Week:

  1. Review this guide
  2. Build conservative forecast
  3. Build realistic forecast
  4. Build aggressive forecast

This Month:

  1. Compare all three scenarios
  2. Plan for worst case
  3. Optimize for best case
  4. Update with actual results

Going Forward:

  1. Update all three monthly
  2. Track accuracy
  3. Refine assumptions
  4. Use for decisions

Need help? Check out our Cash Flow Forecast Calculator for easy modeling, our cash flow scenario planning guide for comprehensive modeling, and our monthly financial review guide for routine.


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Sources & Additional Information

This guide provides general information about maintaining three cash forecasts. Your specific situation may require different considerations.

For cash flow forecasting, see our Cash Flow Forecast Calculator.

For cash flow scenario planning, see our Cash Flow Scenario Planning Guide.

For monthly financial reviews, see our Monthly Financial Review Guide.

Consult with professionals for advice specific to your situation.

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About the Author

jack nicholaisen
Jack Nicholaisen

Jack Nicholaisen is the founder of Businessinitiative.org. After acheiving the rank of Eagle Scout and studying Civil Engineering at Milwaukee School of Engineering (MSOE), he has spent the last 5 years dissecting the mess of informaiton online about LLCs in order to help aspiring entrepreneurs and established business owners better understand everything there is to know about starting, running, and growing Limited Liability Companies and other business entities.