Building A Strategic Autonomous Fundraising Portfolio for Nonprofit Fundraising
- Grace Carew
- Jan 16
- 4 min read
Philanthropy fuels mission-critical work. Donors who volunteer at your events, champion your programs, establish recurring gifts, and bring others into your community. These relationships rest on shared values, trust in your impact, and belief in the change you create.
Yet most fundraising teams face impossible capacity constraints: thousands of donors who deserve personal engagement, but only enough staff to actively manage the top 3%.

Autonomous Fundraising addresses this critical gap. Virtual Engagement Officers (VEOs) manage 1,000-donor portfolios that execute 12-month move management journeys, generating revenue growth, stronger retention, and expanded major gift pipelines.
The Portfolio Selection Challenge
When adding trusted digital labor, it's tempting to assign every donor to the VEO, as you have thousands of donors in your database and now have the capacity to personally engage more of them. But volume doesn't equal results.
Your Virtual Engagement Officer's portfolio should target donors representing the greatest potential for revenue growth, retention improvement, or pipeline development. Consider rated prospects that are unassigned because of staffing bandwidth. Mid-level donors who’ve established consistent giving patterns. Event participants and volunteers whose philanthropic potential remains untapped. Lapsed donors whose connection remains strong despite gaps in their giving.
These donors haven't disengaged because they stopped caring, but their personal connection faded due to only receiving mass communications sporadically throughout the year. Without consistent touchpoints, even deeply committed supporters can lapse.
A Data-Driven Framework for Portfolio Building
Strategic portfolio construction requires clear thinking about goals, segments, data quality, and prioritization. This is our proven four-step framework that makes the portfolio selection for the Virtual Engagement Officer strategic and unique to your specific needs.
Step 1: Identify Priorities and Opportunities
Start with your immediate development goals. Revenue growth may be paramount if you're launching a campaign or increasing annual targets. Retention becomes critical if donors aren't reaching that crucial 3-5 year consecutive giving threshold where retention skyrockets. Pipeline acceleration matters when you have supporters with greater capacity who need cultivation before a major gift officer assignment.
Step 2: Determine Your Key Segments
After goals have been identified, it’s time to determine donor segments that align with the opportunities. For nonprofits, high-potential segments typically include:
Donors giving $250+ annually
LYBUNTS & SYBUNTS with last gifts over $250+
Rated prospects with recent gifts of $500+
1-2 year lapsed donors with ratings and/or significant gift history
Highly engaged constituents (event attendees, volunteers, members) with recent giving history and capacity
Step 3: Assess Segment Size and Prioritize
Determine how many donors fall within each potential segment, then prioritize based on quality and strategic fit. Look beyond basic giving history to engagement signals:
Supporters of multiple programs or funds
Event participants, advocates, and volunteers
Previous matching gift participants
Propensity scores
Step 4: Build Your 1,000-Donor Portfolio
Choose donors with the strongest combination of recency, gift size, capacity, and organizational connection. This is where analysis becomes strategy. Your 1,000-donor portfolio should represent your highest-probability opportunities for achieving the specific outcomes you've defined.
This strategic selection process works best as a collaborative effort. Our Customer Success team partners with your development team to analyze donor data, validate segment priorities, and ensure your portfolio aligns with both your organizational goals and the proven performance indicators that drive results.
Factors That Drive Portfolio Success
Understanding which donor characteristics correlate with engagement and giving outcomes makes portfolio selection more precise. Performance data from VEO-managed portfolios shows:
Recency beats capacity: 88% of top-dollar donors engaged by VEOs had lapsed no more than one year. While giving capacity is important, a recently lapsed donor is more likely to engage and give than someone five years out.
Older donors engage at higher rates: donors aged 50-72 consistently demonstrate the highest engagement rates, largest gift sizes, and greatest giving frequency when receiving personalized outreach.
Active Phone Numbers: SMS texting yields significantly higher two-way engagement and response rates
These insights help refine portfolio selection beyond basic segmentation, focusing on donors with the highest probability of meaningful engagement.

The Strategic Advantage
Autonomous Fundraising represents a fundamental shift in operational capacity. This isn't about automating solicitations or improving workflow efficiency. It's about using a trusted digital team member to manage donor relationships with the same personalized, thoughtful approach your human gift officers use, just at a scale that wasn't previously possible.
Organizations implementing this approach report consistent outcomes. For example, one of our Humane Society partners added a VEO to their team to grow their pipeline, managing a portfolio comprised of current donors with giving histories between $500 and $1,000. In under six months, the portfolio generated $55,000, including nearly a dozen gifts from 1-year lapsed donors. These donations would have remained untapped without the expanded staff capacity made possible through autonomous AI.
Autonomous Fundraising has become a practical and trusted fundraising infrastructure for nonprofits. Your data already identifies which donors need this level of cultivation to strengthen their relationship and giving. And now teams have the capacity to reach them.
Ready to identify which 1,000 donors in your database represent the highest opportunity? Schedule a conversation with our team.
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