What You’ll Learn
- What is major gifts fundraising?
- Key data points on major gifts fundraising
- How AI and automation supercharge your major gift prospects strategy
- The role of an IT partner in your major gifts program
- Building relationships with major donors
- Crafting the ask: soliciting major gifts
- Major donor stewardship and recognition
- Frequently Asked Questions
- Sources
Major gifts fundraising is the backbone of financial stability for many nonprofits. Securing large donations from a select group of committed individuals provides the funding for capital campaigns, new programs, and sustainable impact. The largest donations often form a substantial portion of a nonprofit’s fundraising revenue, making them a key focus for any development team. However, the traditional process relies on manual research and one-to-one relationship building, which is time-consuming and difficult to scale.
Scottship Solutions helps nonprofits modernize this process using AI and automation, freeing up development staff to focus on what matters most: building meaningful relationships with donors. This guide walks through the full major gifts cycle and shows exactly where technology fits in without replacing the human work that makes major giving work.
This piece is written by Isabela Guimaraes, AI Consultant at Scottship Solutions.
What Is Major Gifts Fundraising?
Major gifts fundraising focuses on soliciting large individual contributions that typically require direct, personalized relationships between the organization and the donor. The threshold varies by organization, but gifts of $1,000 or more are commonly classified as major gifts, with transformational gifts reaching $100,000 or above.
The major gifts cycle has four stages: identification (finding prospects with the capacity and affinity to give), cultivation (building the relationship before any ask), solicitation (making the ask), and stewardship (maintaining the relationship after a gift is received). Each stage requires different skills, tools, and timelines. AI and automation create leverage at the identification and stewardship stages in particular, where volume and consistency matter most.
Key Data Points on Major Gifts Fundraising
- Major gifts represent approximately 80 to 88 percent of total individual giving received by nonprofits, according to research published by the Association of Fundraising Professionals Fundraising Effectiveness Project. (AFP Fundraising Effectiveness Project, 2024)
- Giving USA 2024 reports that individuals contributed approximately $374 billion in charitable giving during 2023, with major and planned gifts accounting for the largest share of transformational organizational gifts. (Giving USA 2024)
- According to the Lilly Family School of Philanthropy, nonprofits with a structured major gifts cultivation program report significantly higher average gift sizes and renewal rates than those relying on general appeals alone. (Lilly Family School of Philanthropy)
“The biggest shift we see when nonprofits adopt AI-assisted prospect research is not just speed. It is quality. Teams stop pursuing donors based on gut instinct and start building cultivation plans around verified capacity and affinity signals. That changes the quality of every conversation, and ultimately, the size of every ask.”
Parker Davis, Founder, Scottship Solutions
How AI and Automation Supercharge Your Major Gift Prospects Strategy
AI enters the major gifts process most effectively at the identification stage, where volume is high and the task is repeatable. Prospect research involves reviewing financial disclosures, real estate records, charitable giving history, board affiliations, and wealth indicators across thousands of potential donors. AI tools can screen and score this data in hours rather than weeks.
The result is a prioritized prospect pool. Instead of a major gifts officer spending three days researching 20 names, AI surfaces the 20 highest-priority names from a database of 5,000, ranked by capacity and affinity. The officer focuses their relationship-building time on the prospects most likely to give, at the level the organization is asking for.
Using AI in Major Gifts Fundraising: Strengths and Limitations
| Strength | Limitation to Plan Around |
|---|---|
| Automates time-consuming prospect research and wealth screening across large databases | Requires clean, up-to-date donor data to produce accurate capacity and affinity scores |
| Identifies engagement signals and flags donors who are ready for cultivation outreach | AI-generated insights require human review before any major gift ask is made |
| Generates personalized outreach drafts at scale, reducing per-prospect writing time | Relationship building and the actual solicitation conversation still require human judgment |
| Tracks stewardship touchpoints and surfaces at-risk donors before they lapse | Implementation requires staff training, process documentation, and data hygiene work upfront |
AI-Assisted vs. Traditional Major Gifts Programs: A Stage-by-Stage Comparison
| Stage | Traditional Approach | AI-Assisted Approach |
|---|---|---|
| Prospect identification | Manual research, staff referrals, wealth databases reviewed individually | Automated wealth screening, affinity scoring, and database matching across thousands of records |
| Cultivation tracking | Tracked manually in spreadsheets or basic CRM notes, relies on staff memory | Engagement signals tracked automatically, staff notified when a prospect crosses a readiness threshold |
| Outreach drafting | Written from scratch for each prospect, time-intensive at scale | AI-generated first drafts personalized to donor capacity, interests, and giving history |
| Stewardship | Periodic outreach based on relationship memory and calendar reminders | Automated touchpoint reminders, impact report scheduling, and anniversary recognition alerts |
| Portfolio management | Major gifts officers self-prioritize based on experience and relationship intuition | Data-driven portfolio scoring surfaces highest-priority prospects for each officer |
The Role of an IT Partner in Your Major Gifts Program
A major gifts program that uses AI and automation runs on data infrastructure. Donor records, CRM integrations, screening tool connections, and communication platform workflows all need to function together reliably. When they do not, prospect scores are wrong, outreach goes to the wrong contacts, and stewardship falls through the gaps.
Scottship Solutions manages AI and automation programs for nonprofits, including the data connections and workflow architecture that make major gifts automation work consistently. This is not software installation. It is ongoing infrastructure management that keeps the AI layer running accurately as your donor base, tools, and team change.
Building Relationships with Major Donors
AI identifies who deserves attention. Human relationship building determines whether that attention converts to a gift. The cultivation stage cannot be automated, but it can be supported by technology that surfaces the right information at the right time.
A major gifts officer who knows a prospect’s most recent board activity, the cause areas they care about most, and the last communication they received from your organization walks into every meeting better prepared. AI can assemble that briefing automatically before each interaction, turning research time into relationship time.
Crafting the Ask: Soliciting Major Gifts
The solicitation conversation is the most human part of the major gifts cycle. No AI handles the ask. What AI can do is help the major gifts officer arrive at the right ask amount with confidence, based on peer giving data, wealth screening outputs, and the prospect’s previous engagement with the organization.
AI-assisted prospect scoring gives major gifts officers a data-backed starting point for the ask amount and helps identify which prospects are ready for a solicitation now versus which ones need more cultivation time.
Major Donor Stewardship and Recognition
Stewardship is where most major gifts programs lose ground. The ask succeeds, the gift is received, and then the donor hears from the organization twice a year with a newsletter and an annual appeal. Retention suffers because the relationship that created the gift does not survive the gift itself.
AI-assisted stewardship sets automated reminders for meaningful touchpoints: the anniversary of the first gift, the completion of a funded project, a news article relevant to the donor’s interests. These triggers do not replace personal communication. They make sure it happens consistently, even when development staff is stretched.
Frequently Asked Questions
What are the pros and cons of using AI in major gifts fundraising?
AI in major gifts fundraising delivers the most value at the identification and stewardship stages, where volume is high and tasks are repeatable. Pros: automated prospect screening across large databases, consistent stewardship touchpoints, and AI-drafted outreach at scale. Cons: AI requires clean donor data to produce reliable results, and the cultivation and solicitation stages still require direct human relationship-building. Scottship Solutions maps your current process before recommending any automation to ensure the implementation creates real leverage, not additional complexity.
Is it better to outsource major gifts prospect research or do it in-house?
Most nonprofits benefit from a hybrid approach: AI tools handle the initial screening and scoring across the full database, while a major gifts officer reviews the prioritized list and adds relationship context. Fully outsourcing prospect research to an external vendor can disconnect the research from the relationship. Fully doing it in-house manually is too slow to be sustainable at scale. Scottship Solutions helps nonprofits build the middle path: automated screening with staff-managed review and cultivation.
Is major gifts fundraising with AI worth the investment for a smaller nonprofit?
For nonprofits with fewer than 500 donors in their database, the manual approach still works reasonably well and AI investment may not be the highest priority. For organizations with 500 or more donors and an active major gifts program, AI-assisted prospect screening typically surfaces 15 to 30 percent more qualified prospects than manual research identifies. The return on that additional prospect pool compounds over time as more relationships are built and more asks are made. Scottship Solutions conducts a workflow audit before recommending any tool to confirm the investment is proportionate to the opportunity.
How do you identify major gift prospects in a nonprofit donor database?
The identification process combines capacity signals (wealth indicators, real estate holdings, investment records, and peer giving data) with affinity signals (giving history to your organization, volunteering, board service, and engagement with your communications). AI tools cross-reference these signals across your full database to produce a scored list ranked by likelihood to give at a major gift level. Scottship Solutions manages this process for nonprofits, including the data hygiene work that makes screening results accurate.
What does a nonprofit AI and automation partner actually do for a major gifts program?
A nonprofit AI and automation partner connects your donor database, screening tools, CRM, and communication platforms into a coordinated system. They configure the workflows that trigger outreach reminders, portfolio scoring updates, and stewardship sequences. They train your team on how to review and act on AI-generated outputs. And they maintain the system as your tools and donor base change over time. Scottship Solutions provides this as a managed service, not a one-time implementation, because the technology needs to stay current as the program grows.
Your Next Steps
- Map your current major gifts workflow. Before selecting any tool or partner, document each step your team takes from prospect identification through stewardship. The gaps in that map reveal exactly where automation creates the most leverage.
- Assess your donor data quality. AI-assisted prospect research depends on clean CRM records. Review your data for completeness, duplicates, and stale contact information before any screening work begins.
- Identify one high-volume workflow to automate first. Donor acknowledgment sequences, meeting prep research, and stewardship touchpoint reminders are common starting points. Start with one win before expanding.
- Review your prospect portfolio for AI readiness. Organizations managing more than 50 active major gift prospects typically see the highest return from automation. Run a simple count of your active cultivation and solicitation prospects.
- Schedule a free consultation with Scottship Solutions to discuss how AI and automation fit your specific major gifts program and donor data environment.
Sources
- Association of Fundraising Professionals — Fundraising Effectiveness Project (2024)
- Giving USA — Giving USA 2024: The Annual Report on Philanthropy for the Year 2023
- Lilly Family School of Philanthropy, Indiana University — The Science of Philanthropy: Research and Data on Charitable Giving (2024)
Work With Scottship
At Scottship Solutions, we help nonprofits build and automate major gifts programs, from prospect identification through stewardship. Our AI and automation engagements begin with a workflow audit that maps your current process and identifies exactly where technology creates the most leverage for your team. If your organization manages an active major gifts program and wants to expand it without proportionally expanding staff time, schedule a call to start with a no-commitment conversation about your program and data environment.
Written by
Isabela Guimaraes
AI Consultant at Scottship Solutions
Isabela helps nonprofits and small businesses implement practical AI and automation solutions. She translates emerging AI capabilities into workflows that save time and expand mission impact.
Certifications
AWS Certified AI Practitioner • AWS Certified Cloud Practitioner • Google Cloud Generative AI Leader
Industries Served
Human Services, Healthcare & Community Health, Education & Youth Development, Child Advocacy