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Keeping every record true at a leading research university.
Keeping every record true at a leading research university.

Higher education · Advancement CRM

Keeping every record true at a leading research university.

When your constituent database spans generations of alumni, the hardest problem is not collecting data. It is keeping it true as lives change.

10 features
delivered across constituent,
degree, proposal, case and gift processing

6 points
in the constituent
lifecycle now handled
without manual cleanup

Every gift
credited on session
approval, with no manual
entry

At A Glance

Vision
What We Built Together
Impact
An advancement database that stays accurate on its own, so staff spend their time on donor relationships instead of record cleanup, and every constituent interaction reflects who that person actually is today.
Automation across the university's advancement CRM: lifecycle-aware processing for deceased, retired and returning constituents, address and household name protection, a gift credit attribution engine, automated proposal team assignment, stewardship case management, and a self-service email preference center.
Records that once needed manual correction now maintain themselves, and gift credit is attributed the moment a session is approved. Advancement staff spend less time on cleanup and more on donors, working from data that is consistently populated.
Vision

An advancement database that stays accurate on its own, so staff spend their time on donor relationships instead of record cleanup, and every constituent interaction reflects who that person actually is today.

What We Built Together

Automation across the university's advancement CRM: lifecycle-aware processing for deceased, retired and returning constituents, address and household name protection, a gift credit attribution engine, automated proposal team assignment, stewardship case management, and a self-service email preference center.

Impact

Records that once needed manual correction now maintain themselves, and gift credit is attributed the moment a session is approved. Advancement staff spend less time on cleanup and more on donors, working from data that is consistently populated.

Industry

Higher Education

Key Services

Advancement Data Quality and AutomationGift Processing and Credit AttributionConstituent Lifecycle ManagementAdvancement Technology Engineering

Key Technologies

Salesforce PlatformExperience Cloud
Surface Media

The Vision

How do you keep a database accurate when constituents' lives never stop changing?

Every advancement office knows the moments where data quietly breaks. A letter arrives addressed to a donor who passed away last spring. A divorced alumna keeps receiving mail at her former husband's address. A student who withdrew years ago and came back to finish her degree is still classified as withdrawn in the system. None of these are technical failures. They are what happens when real life moves faster than institutional records.

For one leading private research university, home to a large alumni community, these moments carry real weight. Trust built through decades of stewardship can be shaken by a single mishandled record. And at the university's scale, keeping every record current by hand is simply not possible.

The university's advancement team believed the answer was not more manual cleanup. It was a system that keeps itself true. As the university deepened its use of the platform, it needed a partner who understood both the platform and the human stakes behind every record. That is where CUBE84 came in.

The Solution

Automation built around the moments where advancement data breaks.

This was a sustained engagement, with automation shipped feature by feature around the life events that put data at risk.

01

When a constituent passes away

The team enhanced the university's deceased constituent processing so household relationships, staff assignments and downstream records update correctly and consistently. Families are protected from painful mistakes at the worst possible time, and the advancement team sees an accurate picture of the household that remains.

02

When a household changes

Divorce and separation used to put address data at risk, with valid records sometimes overwritten by automation itself. CUBE84 built relationship-aware logic that recognizes former partner relationships and restores addresses that were wrongly changed, while preserving legitimate updates. Companion automation corrects household name mismatches on a schedule.

03

When careers and classifications shift

Employees retire. Students withdraw and later return to graduate. Automation now keeps constituent types and institutional suffixes accurate through every affiliation change, so a returning graduate is recognized as the alumna she is, and a retiree's record reflects the relationship the university actually has with him.

04

When a gift comes in

At the financial heart of the engagement sits the credit attribution engine. The moment a gift session is approved, it determines who receives credit and populates the primary credit, gift processing officer and allocation fields that gift officers and finance teams depend on. What used to require manual entry after every gift session now happens instantly, on every gift.

05

When proposals need the right people

Proposals of one million dollars and above now bring the Storytelling team on board automatically, and opportunity teams stay aligned with funding priority owners as ownership changes. Nobody maintains team membership by hand, and nobody is left off a proposal they should be part of.

06

When constituents want control

A custom email preference center gives alumni and friends a simple self-service page to manage their own communication choices. It supports compliance with email regulations through reliable opt-out capture, and it gives constituents direct control over their preferences for the first time.

When the credit engine outgrew its own design

The credit attribution engine started as a straightforward rules layer, built to handle the volume the university was processing at the time. As gift volume grew and new attribution scenarios surfaced, the original logic began producing edge cases that needed manual review, the opposite of what the engine was built to prevent.

Rather than patch around the growing list of exceptions, the CUBE84 team rebuilt the engine's core logic to handle the full range of credit scenarios the university processes, so it could scale with gift volume instead of falling behind it. Today it runs unattended across every gift session, at the volume the university actually processes.

What changed

The same database, doing the work itself.

Before
After
Deceased constituent records needed manual household and assignment cleanup
Relationships, banners and staff assignments update automatically and consistently
Divorce processing could silently remove valid constituent addresses
Relationship-aware logic protects and restores the correct address history
An external data tool generated household names that broke the required naming convention, leaving staff to find and correct them by hand
Scheduled automation finds and corrects mismatches across the database
Returning graduates stayed misclassified as withdrawn students
A qualifying conferred degree promotes the constituent to alumni status, with the earliest degree year preserved
Employee and retiree classifications were updated by hand as affiliations changed
Constituent types and institutional suffixes follow the affiliation automatically
Gift credit fields depended on manual entry after session approval
Credit attribution fires on approval, on every gift, with no human error
Opportunity teams fell out of sync with funding priority owners
Team membership stays current through scheduled automation and error alerts
Stewardship cases were managed flat, with manual team assignment
Parent and child case grouping with automatic case team and responsible assignment
No self-service communication preferences for constituents
A custom preference center where constituents manage their own opt-ins and opt-outs
Before

Deceased constituent records needed manual household and assignment cleanup

Divorce processing could silently remove valid constituent addresses

An external data tool generated household names that broke the required naming convention, leaving staff to find and correct them by hand

Returning graduates stayed misclassified as withdrawn students

Employee and retiree classifications were updated by hand as affiliations changed

Gift credit fields depended on manual entry after session approval

Opportunity teams fell out of sync with funding priority owners

Stewardship cases were managed flat, with manual team assignment

No self-service communication preferences for constituents

After

Relationships, banners and staff assignments update automatically and consistently

Relationship-aware logic protects and restores the correct address history

Scheduled automation finds and corrects mismatches across the database

A qualifying conferred degree promotes the constituent to alumni status, with the earliest degree year preserved

Constituent types and institutional suffixes follow the affiliation automatically

Credit attribution fires on approval, on every gift, with no human error

Team membership stays current through scheduled automation and error alerts

Parent and child case grouping with automatic case team and responsible assignment

A custom preference center where constituents manage their own opt-ins and opt-outs

Customer Impact

Data the advancement team can trust without checking.

6 life events

now automated, each tied to the records it should touch

Every session

gift credit determined and populated automatically, with no manual entry

Same session

credit lands against gift officer goals at approval, not in the next cycle

Most of the impact shows up in what staff no longer have to do. Records that once demanded routine manual correction now maintain themselves. Gift officers see accurate credit against their goals the moment a session is approved, rather than waiting for someone to key it in.

Because each automation fires on the life event itself, the correction happens when the change happens, not weeks later in a cleanup cycle. The advancement team reads the database as a current picture of the community, not a backlog.

No Longer Happens

No Longer Happens

  • A household separation strips a valid address from a constituent who still lives there.
  • A conferred degree sits unrecorded until someone runs a report and catches it.
  • Gift credit waits on manual entry before fundraising performance data is usable.

What's Next

Asking, instead of waiting to be told.

The university and CUBE84 are building a missing donor data campaign on Experience Cloud. Alumni and friends confirm their own records, one personal link, no login. Every submission still routes through the same Gift and Data Management review. Same governance, new starting point.

Customer success illustration

“CUBE84 delivered a thoughtfully designed solution with a strong focus on user experience and architecture. Their attention to detail, proactive communication and ability to align stakeholders make them a trusted implementation partner.”

- Director, Advancement Services at a leading private research university.
Let’s Connect

FAQs

Common questions about advancement data quality on Salesforce.
The practical answer is automation built around life events rather than periodic cleanup. Instead of running reports to find broken records and fixing them by hand, the system responds to the things that break data in the first place: a death, a divorce, a retirement, a conferred degree, an approved gift. On this engagement, CUBE84 built this as a layer of automation inside the advancement CRM, each piece tied to a specific life event and the records it should touch.
Yes. On this engagement, CUBE84 built an attribution engine that fires when a gift session is approved and automatically populates the transaction primary credit, primary gift processing officer and allocated credit fields. It replaces manual entry on every transaction, which removes both the delay and the risk of human error from the point where fundraising performance data is created.
Hard credit belongs to the person who actually made the gift. Soft credit recognizes those who influenced it, most often a spouse or a family member. Both matter because gift officer goals, campaign reporting and donor recognition all depend on them. If attribution is wrong or late, every number built on top of it is wrong or late too, which is why automating it at the moment of approval has an effect well beyond the gift record itself.
Because standard automation tends to treat a relationship change as a simple status change. When a household separates, address records can be switched from current to former in bulk, which removes valid address information for a constituent who still lives there. The answer is logic that understands what kind of relationship changed, captures the original state before acting, and restores only what was wrongly altered. CUBE84 built exactly this for a leading research university, and built it to hold up at the volumes the institution processes.
The most effective approach is to ask directly and remove every barrier to answering. That means a personal link sent by email rather than a login to remember, a form that already shows what the institution holds so the constituent is confirming rather than retyping, and a short enough experience that a partial answer is still worth capturing. The missing donor data campaign described above, now being built by CUBE84 on Experience Cloud, works this way, with every submission routed through the university's existing review process before it reaches the constituent record.
It does not have to. The governance question is not who submits the change, it is who approves it. On this engagement, constituent submissions flow into the same review queue the Gift and Data Management team already uses for every other channel, so the approval checkpoint is unchanged. What changes is the quality of what arrives: structured, validated submissions in place of free-text notes and phone messages.

Facing The Same Advancement Data Challenges?

Records that drift out of date, gift credit that waits on manual entry, alumni who have no simple way to tell you what changed. We help advancement teams solve these, whichever platform you run. Let's talk about what we learned on this engagement and what it would look like for your institution.

Get in touch
Facing The Same Advancement Data Challenges?Facing The Same Advancement Data Challenges?

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