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Illustrative Donor Operations Case Study

Donor and Programme Record Consolidation

Campaign, event and grant spreadsheets contained overlapping supporters, inconsistent consent fields and disconnected programme references. Within Donor and Programme Record Consolidation in United Kingdom, the inconsistency slowed routine processing and allowed unresolved questions to move into downstream teams.

Donor and Programme Record Consolidation — Non-Profit Organizations case study visual
Project
Donor and Programme Record Consolidation
Volume
26,800 donor, organisation, campaign and programme records — completed in 9 weeks
Client Role
Fundraising Operations Director
Industry
Non-Profit Organizations
Country
United Kingdom
Delivery Model
Recent-campaign pilot, source-by-source batches and a final supporter coverage review
Client Details

The operating environment behind the request

A charitable organisation consolidating fundraising and programme-support databases.

The primary client-side owner was the Fundraising Operations Director. That role coordinated source access, destination rules, reviewer availability and acceptance of each delivery. SDES would provide controlled production capacity; the client would retain authority over the business meaning of the records.

Project Details

What needed to change

Problem: Campaign, event and grant spreadsheets contained overlapping supporters, inconsistent consent fields and disconnected programme references. Within Donor and Programme Record Consolidation in United Kingdom, the inconsistency slowed routine processing and allowed unresolved questions to move into downstream teams.

Required solution: Confirmed donor IDs and organisation rules guided consolidation, while possible identity matches and consent questions were held for authorised review. Within the Donor and Programme Record Consolidation in United Kingdom workflow, confirmed records moved through controlled batches, while missing, unreadable and conflicting items remained in a source-linked exception file.

Planned outcome: The organisation received a cleaner supporter database with separate stewardship and compliance exceptions. After completing Donor and Programme Record Consolidation in United Kingdom, internal reviewers could focus on genuine exceptions instead of rechecking every completed record.

Volume and Source Profile

Workload measured by records, relationships and source variation

The completed scope covered 26,800 donor, organisation, campaign and programme records — completed in 9 weeks. Effort also reflected field count, document readability, relationship complexity, exception frequency and destination validation.

Source material

  • Campaign exports
  • event lists
  • grant spreadsheets
  • donation files and consent-status records

Core fields and relationships

  • Supporter ID
  • organisation
  • campaign
  • programme
  • contact channel
  • consent field and source reference
Process

A controlled route from representative sample to accepted delivery

Scope

Confirm the destination and authority

The client defines required fields, accepted formats, controlling sources and decisions that must be escalated. The operating guide records those boundaries before entry begins.

Profile

Measure variation inside the volume

The review covered the stated volume of 26,800 donor, organisation, campaign and programme records — completed in 9 weeks, including ordinary records, incomplete sources and difficult relationships.

Pilot

Test the rules on real exceptions

The pilot uses Campaign exports, event lists, grant spreadsheets, donation files and consent-status records. Questions are returned with exact record and source references so approved answers can enter the production guide.

Produce

Release controlled batches

Recent-campaign pilot, source-by-source batches and a final supporter coverage review. Completed, held, excluded and rejected items remain distinguishable throughout production.

Review

Check fields by operational consequence

Identity evidence, organisation relationships, campaign attribution, source retention and consent-field completeness receive focused checks. Unsupported assumptions do not enter the clean output merely to complete a record.

Reconcile

Account for every received source

Batch totals, exception counts and source manifests are compared before final release. The handoff identifies what was delivered, held and returned for client direction.

Quality and Access Controls

Checks designed around the risk in this dataset

The review focus would cover Identity evidence, organisation relationships, campaign attribution, source retention and consent-field completeness. Sampling depth and second-pass review would be agreed according to field significance and source quality rather than advertised as an unsupported universal accuracy percentage.

Payment details and beneficiary case information were excluded from routine consolidation.

Responsibility Boundary

What remains with the client

Fundraising and compliance owners approved merges, consent treatment, stewardship and programme decisions.

Fundraising Operations Director or another authorised owner would resolve exceptions that change meaning, identity, status, classification or commercial treatment. SDES would document the question and apply only the approved resolution.

Delivery Details

Separate clean production from items requiring judgement

The handoff would follow the destination structure and preserve enough source information for review and recovery. Delivery timing would follow Recent-campaign pilot, source-by-source batches and a final supporter coverage review.

Consolidated supporter master

potential-match register

consent exception file and campaign reconciliation

Acceptance and change control

The client would validate the pilot before scale and review each scheduled release. Rejections caused by entry error would be corrected against the approved guide. New rules, changed destination fields or newly supplied sources would be recorded as controlled changes so earlier batches were not silently processed under later assumptions.

Client Feedback

Review perspective after the handoff

4.5/5

The work on Donor and Programme Record Consolidation gave our team a dependable handoff. Confirmed records were ready for operational use, while uncertain items came back with clear source references. Our reviewers could focus on the decisions that required internal ownership instead of rechecking the full dataset. Fast, dependable service that saved our reviewers valuable time.