Turning Last Year’s Data Into Next Year’s Results

As nonprofit leaders prepare for the next fiscal year, many face a familiar pattern. Budgets are drafted. Fundraising targets are set. Marketing plans take shape. Staffing decisions follow.

That sequence feels logical. It is also backward.

During last week’s workshop, we challenged a core assumption that has shaped nonprofit planning for decades. Most organizations begin with money and work their way to mission. The stronger approach begins with impact and works back to resources.

This shift is more than a philosophical adjustment. It is a practical response to the conditions nonprofits are facing right now.

A Defining Moment for Nonprofit Planning

The sector is dealing with a funding gap estimated at 110 billion dollars. This gap emerged quickly and reflects a structural change in how social impact work is funded. Demand for services continues to rise across communities. Expectations from funders continue to rise as well.

That combination leaves little room for planning based on guesswork or tradition.

Many organizations still rely on goals that are set without a clear understanding of past performance. A team might decide to serve 500 people next year without knowing how many people they served this year, how those individuals engaged, or what outcomes were achieved.

That approach creates risk. It also creates missed opportunity.

The organizations that will move forward with confidence are those that ground their plans in real performance data. They understand what worked, what did not, and why.

The Planning Trap Most Organizations Fall Into

Traditional planning often follows this pattern:

• Set a budget

• Define fundraising goals

• Build a marketing plan

• Determine staffing needs

What is missing from this sequence is the reason behind all of it. Why does the organization exist? What change should occur in the lives of the people it serves?

When planning begins without answering those questions, every downstream decision becomes less clear.

A better approach flips the sequence:

• Define the outcomes you want to achieve

• Identify the impact you aim to create

• Determine the activities required to reach those outcomes

• Calculate the resources needed to support those activities

This change may feel subtle. Its implications are significant.

From Goals to Insights

One of the central ideas from the workshop was this: plan for insight before setting goals.

That concept often raises questions. Many leaders assume insights come after goals are defined. In practice, the opposite leads to stronger decisions.

Planning for insight means asking: what do we need to understand from last year in order to set realistic, meaningful goals for next year?

Without those insights, organizations fall into a loop:

• Repeat the same programs

• Make decisions based on habit

• Achieve similar results

• Continue without clarity

Breaking that loop requires a deliberate look at performance data.

The Questions That Should Drive Your Planning

Before setting priorities for FY2027, organizations should examine a core set of questions:

1. Who did you serve?

Compare intended populations with actual participants. Look at demographics, geography, and other defining characteristics. Identify gaps between expectation and reality.

2. How did participants engage?

Serving someone is not the same as engaging them. Evaluate participation levels, service hours, and consistency. Determine whether engagement levels align with what is required for success.

3. What outcomes were achieved?

Measure results, not activity. Identify how many individuals reached the desired outcome and how that outcome is defined.

4. What did it take to achieve those outcomes?

Look at the effort behind success. How many service hours were required per participant? How much staff time was involved?

5. What was the cost of success?

Calculate cost per successful outcome. This figure provides a direct connection between investment and impact.

6. Who was left behind?

Examine differences in outcomes across populations. Identify where results vary and where additional attention is needed.

These questions form the foundation of insight-driven planning.

Building a Model That Connects Data to Decisions

During the workshop, we walked through a practical example of how organizations can use their data to build a forward-looking plan.

Here is a simplified version of that process:

1. Start with your success rate

   Determine the percentage of participants who achieved the desired outcome in FY2026.

2. Set an outcome goal for FY2027

   Decide how many individuals you want to reach successfully.

3. Calculate required participation

   Based on your success rate, determine how many total participants you need to serve to reach your goal.

4. Determine service hours per success

   Identify how much effort is required for each successful outcome.

5. Estimate total service hours needed

   Multiply service hours per success by your target number of successful participants.

6. Translate effort into staffing and cost

   Use service hour capacity per staff member to estimate staffing needs. Connect those needs to your budget.

This approach creates a clear line from impact goals to resource requirements.

It also changes the conversation with funders. Instead of asking for support based on activity, organizations can show exactly how funding translates into measurable outcomes.

The Value of Small Improvements

One of the most powerful insights from the workshop involved improving success rates.

Even a modest increase in success rate can have a meaningful impact on efficiency.

For example, in the example scenario shared in the workshop, increasing a success rate from 74 percent to 78 percent reduced the number of participants required to reach the same outcome goal. It also reduced the total service hours needed and the resources required.

That improvement comes from understanding where participants disengage or struggle. Data can reveal patterns such as:

• Drop-off points in service delivery

• Differences in outcomes across demographics

• Barriers related to location or access

Once those patterns are visible, organizations can adjust their strategies to improve results.

Turning Insight Into Strategy

Data alone does not change outcomes. Action does.

Organizations must use their insights to answer three key questions:

What should we continue?

Identify programs and activities that consistently lead to successful outcomes. Maintain focus on what works.

What should we improve?

Look for areas where participants struggle or disengage. Adjust services to address those challenges.

What should we stop?

Recognize activities that do not contribute to outcomes. Reallocate resources to more effective efforts.

This process requires discipline. It also requires a willingness to challenge long-standing practices.

Moving From Activity to Outcomes

A major theme from the workshop was the need to shift from activity-based thinking to outcome-based planning.

Counting the number of people served or services delivered provides limited insight. Measuring how people are better off provides real value.

Funders are increasingly focused on results. They want to understand the impact of their investment, not just the scale of activity.

Organizations that can clearly demonstrate outcomes will stand out in a competitive funding environment.

Cost Per Success as a Planning Tool

Cost per success is one of the most practical metrics organizations can use.

To calculate it:

• Take the total cost of a program

• Divide it by the number of successful outcomes

  
  

This metric helps leaders understand the true cost of impact. It also supports stronger budgeting and clearer communication with stakeholders.

When organizations know their cost per success, they can:

• Set realistic fundraising goals

• Allocate resources more effectively

• Demonstrate value to funders

Creating a Culture That Uses Data

Insight-driven planning requires more than tools. It requires a shift in organizational culture.

Leaders must encourage teams to:

• Ask questions about performance

• Use data in decision-making

• Test and refine strategies

• Focus on continuous improvement

  
  

This culture supports better outcomes over time.

Why This Approach Matters

At its core, this approach strengthens the connection between mission and execution.

It helps organizations:

• Plan with confidence

• Use resources effectively

• Communicate impact clearly

• Improve outcomes for the people they serve

The most important result is not stronger budgets or clearer reports. It is better outcomes for individuals, families, and communities.

When organizations increase their success rates, more people benefit. More lives improve. That is the purpose behind every plan.

Moving Forward Into FY2027

As you prepare for the next fiscal year, consider a different starting point.

Begin with the impact you want to create.

Use your FY2026 data to understand what it takes to achieve that impact.

Build your plan based on evidence rather than assumptions.

This approach requires effort. It also creates clarity that traditional planning often lacks.

The organizations that adopt this mindset will be better positioned to meet the demands of the coming year.

They will also be better equipped to deliver on their mission.