All case studies
DATA & SYSTEMS

A clearer picture of every donor.

Connecting donor records, duplicate detection and consent rules in a single validation process.

PRODUCT SCOPE4

Connected stages

Illustrated workflow, with ownership at each handover.

PRODUCT SCOPEHuman

Review where it matters

AI supports preparation; people own decisions.

PRODUCT SCOPEClear

Measures from the start

Duplicate rate, unresolved exceptions, review time and consent-conflict resolution.

01 / THE CHALLENGE

The problem worth solving.

When a supporter appears more than once in a CRM, the records can disagree. Different contact details and consent preferences make it difficult for teams to know which information to trust.

02 / THE APPROACH

A better way to work.

A validation layer designed to flag likely duplicates, compare conflicting fields and route exceptions to a human reviewer. Consent decisions are treated as a distinct control, with provenance retained for review.

TAKE A CLOSER LOOK

A useful idea.
A working rhythm.

Explore a simplified view of the workflow. Every record is fictional; the controls let you see how the experience fits together.

Try the tabs and controls
Data Validation PRODUCT EXPLORERAI
Fictional demo data
CONFIDENT DECISIONS BEGIN HERE

One record. A clearer answer.

RECORD A

Supporter D-104

Email preference

Permission recordedSource: CRM
RECORD B

Supporter D-108

Email preference

Conflicting informationSource: import
Consent conflict — route to a human reviewer.
Explore the workflow · No client recordsBuilt around people
A CLEAR PATH THROUGH THE WORK
01

Incoming donor record

02

Validate & flag conflicts

03

Human review of exceptions

04

Update with an audit trail

WHAT SUCCESS LOOKS LIKE

Make the difference
visible.

Duplicate rate, unresolved exceptions, review time and consent-conflict resolution.

  • Fewer duplicate records entering daily workflows
  • Clear ownership of conflicting information
  • More reliable reporting and contact decisions
Colleagues working through information together
TECHNOLOGY SHOULD SERVE PEOPLE.

The outcome is human.

Let’s explore your challenge
Illustrative photography · Annie Spratt / Unsplash
YOUR NEXT CHAPTER

Big mission.
Let’s make room for it.

Start with where you are. We’ll help you see what comes next.

Find your AI starting point Or tell us what’s on your mind Free assessment · Around 5 minutes · Brief sign-up for results