Clean up the starting material.
Review source files, duplicates, missing fields, and inconsistent records. Keep source context and unresolved questions visible as the team prepares a more usable working list.
Data, Lists, and Targeting ยท Sapphire Strategies
Build better campaign lists before the next touch.
Sapphire Strategies helps campaigns and organizations in Missouri and neighboring states make donor, voter, supporter, and prospect data more useful. We organize the information behind fundraising and voter contact so the team can choose priorities, prepare outreach, and understand the limits of the records it is using.
What Sapphire helps move
Data, Lists, and Targeting built for the campaign in front of you.
Connect lists to a decision.
Define the purpose of the audience before choosing the list. Donor call time, voter-contact programs, supporter follow-up, and research recruitment need different selection rules and different context.
Prepare data for the people using it.
Organize useful fields and handoffs for calls, doors, forms, and reporting. Build a review process so the next person can understand what the list contains and how it should be used.
How the engagement works
A clear scope. A working plan. Regular review.
Start with the campaign priorities, agree on the responsibilities, and build a process the team can use.
Review sources and access.
Start with the campaign purpose, available files, authorized access, and tools receiving the records. Identify what can be used now and what needs clarification before outreach.
Prepare the working universe.
Clean and organize the relevant records, document selection rules, and prepare the fields needed for the scoped outreach. Sapphire uses Data Central as part of this work when appropriate.
Review the handoff.
Check counts, exclusions, missing information, and the connection to the outreach plan. Make list ownership and future updates clear so the work remains useful after the first export.
See the work
See campaign infrastructure in practice
The Jordan Herrera case study explains how campaign strategy, data, tools, and execution fit together.
Can you work with our existing spreadsheets or voter-file access?
Yes. We begin by reviewing the files, systems, and permissions already available. The scope depends on the quality and format of the starting information and the work the campaign needs it to support.
Does a clean list guarantee that people can be reached?
No. Data quality, contact availability, consent, and the outreach channel all affect reach. We distinguish usable records from completed conversations and flag gaps that matter to the campaign plan.
Start with the pressure point
Tell us what needs to move.
Share the race or program, geography, timeline, existing systems, and the support you need. We will recommend a focused starting point and a project scope before work begins.
Connected campaign support