Your donors leave quietly. Your reports notice too late.
Higher Rock helps nonprofit development leaders turn donor data into clearer decisions about retention, acquisition, major gifts, and the systems behind fundraising.
- Which of your monthly donors are most at risk of canceling in the next 90 days?
- If the board asked how much recurring revenue is at risk this year, could you answer with a number?
Does this sound like your week?
These are the things development leaders say to us when the reports aren't answering what actually matters. If a few of them sound like your week, you're in the right place.
"Our campaign engagement and click rates are up, but we are not seeing a corresponding increase in donor activity."
"We have a sustaining program and it looks stable. But I do not actually know how much of it is at risk, or when donors are most likely to cancel."
"We are paying for marketing and acquisition, but we are losing donors as fast as we get them."
"We have years of donor data and a CRM full of history, but the reports still do not tell leadership what to do to improve next quarter."
If any of these landed, here's the thing to know: you're not doing anything wrong.
Standard reports are backward-looking by design. They confirm what already happened. By the time a retention problem shows up in your numbers, most of the donors behind it have already gone quiet.
You can't act on a signal your reports haven't surfaced yet. That's the gap. That's where we work.
Insight is only useful when your team can act on it.
Higher Rock connects donor analysis to the systems and operating decisions behind fundraising. The work starts with the question leadership needs answered, then follows the evidence into the donor file, the CRM, and the development process.
Donor revenue intelligence
- Retention and cancellation risk
- Second-gift conversion
- Reactivation opportunity
- Acquisition-source durability
- Segment and donor prioritization
Voice and messaging intelligence
- Organizational voice analysis across brand, email, web, social, and campaigns
- Message themes and framing by donor relationship and lifecycle stage
- Patterns associated with retention, response, reactivation, and conversion
- A reusable voice-analyzed framework for targeted cultivation
Development operations
- Major-gift and moves-management workflows
- Relationship ownership and next-action discipline
- Leadership reporting and decision cadence
- Stewardship and handoff processes
CRM and data foundations
- CRM architecture and data quality
- Segmentation and operational reporting
- Integrations and reconciliation across systems
- Targeted implementation following an assessment
Donor data helps determine who needs attention and when. The messaging framework helps your team know what to say, in a voice that still sounds like your organization.
The goal is not another deck. The goal is a clearer decision, a prioritized plan, and a system your team can actually use.
I don't just read donor files. I build the systems and workflows behind them.
I have spent 25 years working with nonprofit data, CRM, and operational systems. For much of that career, I was responsible for running the CRMs, integrations, reporting, and development operations that donor programs depend on. I did not learn these systems only as an outside adviser. I operated and built them. That experience shapes every Higher Rock engagement.
Higher Rock is a senior-led consulting firm. I lead every diagnostic and advisory engagement, supported by specialists in data, CRM, and implementation when the work requires them.
We're not a software platform you'll have to manage, and we don't replace what you already have in place. What we do is build an intelligence layer on top of your existing data, one that surfaces the donor revenue signals your current reporting wasn't designed to see, so you can protect and optimize the revenue you already have.
The work connects donor behavior with organizational voice, helping teams understand not only who needs attention, but what kind of message and next step fit the relationship.
- I analyze your actual donor file, every gift and every cancellation, not a sample or a vendor summary.
- I know the difference between a donor who left and a data artifact that looks like one. I built these systems. I know how the data behaves.
- You get findings with dollar figures attached, and a 90-day plan in the order I'd prioritize it if I were sitting in your seat.
- Beyond the diagnostic, I've built the CRM workflows, reporting cadences, and major-gift processes that keep a development team acting on what the data shows.
Higher Rock also accepts select Salesforce architecture, integration, data, and CRM-remediation engagements where senior technical leadership is needed.
25 years working with nonprofit data, CRM, and operational systems · 30+ Salesforce implementations and reimplementations · Salesforce Certified Application Architect and Nonprofit Cloud Consultant · Experience across international ministries, higher education, fundraising organizations, and complex nonprofits
My work spans Salesforce NPSP and Nonprofit Cloud, Raiser's Edge NXT, Bloomerang, external fundraising platforms, and the spreadsheets and integration layers between them.
What standard reports missed.
This is an anonymized account of a recent diagnostic. The organization and program identifiers have been removed. The findings and figures are real.
The donor story below is a representative composite illustrating the pattern the analysis revealed. It is one flagship example of the work, not the entire definition of Higher Rock. The same discipline applies to acquisition durability, major-gift pipeline health, and the CRM and development-operations systems that turn findings like these into action.
She found the organization the way many of their newer monthly donors do, through a trusted voice, a podcast she followed every morning. Something about the mission moved her to give, and she signed up for a small monthly gift.
The first months worked exactly as designed. Then the emails started feeling like everyone else's. The connection she had felt went quiet. Months later, she canceled. Not out of opposition. Out of drift. Nobody caught her.
She represents one donor journey visible inside a much larger pattern.
Anonymized. Recurring-giving nonprofit, ~100,000 contacts with well over 1 million gifts in file.Leadership knew the top of the funnel was working: the events, the podcast growth, the recurring product. What nobody could see was how much of the recurring base was quietly at risk, or when in the donor's life the risk concentrated. Nobody was asking, because no report was built to answer. A 45-day diagnostic on the full donor file produced the first clear picture:
New sustaining donors canceled before their third payment, concentrated in a specific four-week window around month three that no standard report could see.
Once visible, that window is addressable with a targeted save sequence.
Sustaining donors canceling every week, a seven-figure annualized loss running quietly underneath healthy-looking acquisition numbers.
Knowing the rate is the starting point for acting on it.
Second-gift rate among new givers, materially below commonly reported nonprofit benchmarks. Acquisition was doing its job; the handoff after the first gift was not there.
That gap is quantifiable and fixable with the program's own donor data.
Donors lapsed within the prior 180 days, still warm, still recoverable with personal outreach prioritized by gift history. After ~180 days, the recovery curve drops sharply.
The highest-ROI near-term move in the program.
When sustainers cancel: the Month-3 hazard
Illustrative retention curve. Hazard concentration at Month 3 is from the anonymized engagement. Actual curve shape varies by program.
There was more. Donor durability varied nearly two-to-one across acquisition channels the team had been treating as interchangeable, reshaping where the next acquisition dollar should go.
The diagnostic did not stop with donor behavior. We also analyzed the organization's brand guidance, historical email, web and social communication, and donor response patterns to understand what language and themes sounded most natural to the mission and appeared most relevant to different donor relationships.
That work became a voice-analyzed messaging framework for targeted cultivation, including reactivation, cancellation rescue, first-90-day onboarding, and more personal donor follow-up.
Donor revenue intelligence requires pulling from multiple data sources and reconciling them. We worked from the complete transaction record across all relevant systems, not a single export or a vendor summary.
Most donor data contains quality problems that look like real behavior if you don't know what to look for. Twenty-five years running these systems means we know the difference between a real cancellation signal and a data artifact.
The at-risk segmentation was put to work immediately, driving a reactivation campaign across thousands of donors. The findings didn't sit in a deck.
This is a diagnostic case study. It describes what was found, not revenue outcomes from campaigns that hadn't yet run at the time of analysis.
What does leadership need to understand next?
Where is recurring donor revenue most at risk?
Why are first-time donors not making a second gift?
Which acquisition sources and messages produce donors who remain?
Which lapsed donors are still worth prioritizing, and how should we approach them?
Where is the major-gift pipeline losing momentum?
Do our CRM, workflows, and messaging support how the development team actually manages donor relationships?
Start with a focused first engagement.
Most engagements start with a focused assessment. It gives your team useful findings, shows how we think, and clarifies whether a deeper diagnostic is worth pursuing.
Focused Donor Intelligence Assessment
A fixed-scope, fixed-fee engagement designed to answer one important question about donor behavior, messaging, or the systems connecting the two.
Revenue and behavior
What the donor file says about retention, risk, acquisition quality, and opportunity.
Voice and messaging
Whether donor communications reflect the organization's voice and support the intended donor relationship.
Combined alignment
Where donor behavior and messaging point to the same problem or opportunity.
You receive:
- A clear answer to the agreed question
- The supporting evidence and quantified findings
- A short list of practical priorities
- A recommendation on whether deeper analysis or operational work is warranted
Typically delivered within two weeks after the required data is received. Fixed-scope and fixed-fee, agreed before work begins. No hourly billing, no surprise invoices, and no obligation to continue.
Donor Revenue Risk Diagnostic
A deeper 30 to 45 day engagement using your actual donor file to identify where revenue is at risk, which donors and segments show the strongest signs of lapse risk, which sources produce durable donors, and what leadership should do first.
- Executive findings and quantified risks
- Priority donor and segment map
- Source and lifecycle analysis
- 90-day action plan and leadership briefing
- Voice and message findings by donor segment or lifecycle stage, where included in scope
Donor Intelligence Partnership
An ongoing advisory partnership for organizations that want the intelligence kept current, and translated into leadership decisions, donor segments, CRM workflows, and development priorities.
- Current intelligence: recurring refreshes of retention, risk, source quality, and opportunity
- Leadership advisement: interpretation, priorities, and decision support
- Operational action: segmentation, reporting, CRM workflows, targeted cultivation, voice-framework refinement, and segment-specific message guidance
This is targeted cultivation guidance tied to donor behavior, not broad campaign creative or mass-marketing execution.
Not sure which step fits? A 30-minute conversation usually makes it obvious. If there is not a fit, we will say so.
The questions people ask before booking
Practical donor revenue intelligence for nonprofit leaders.
What donor files actually reveal: retention risk, acquisition quality, and the patterns standard reporting misses. Written for development leaders, not for vendors. No pitches, no spam.
Read The Intelligence Layer on SubstackFind out what your donor file is trying to tell you.
A 30-minute conversation. We'll ask about your revenue mix, your donor history, and the questions your leadership can't answer with confidence. If there's a real opportunity in your data, we'll tell you. If there isn't a fit, we'll tell you that too.
Schedule a ConversationOr just ask us something.
If there's one thing you wish you knew about your donor file, ask it here. We answer personally, no pitch, no obligation.