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Title

MissionWired drives donor campaigns through predictive data on Databricks

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MissionWired drives strong donor campaigns through predictive data | Databricks Skip to main content Login Why Databricks Discover For App Develop…

Description

MissionWired used Databricks (Spark Declarative Pipelines, Unity Catalog, Databricks SQL) to process 275 billion donor data points across its Cooperative Email Database aggregating 150+ nonprofit organizations, helping raise $350 million for clients since 2020 with member organizations achieving full ROI within 12 months.

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…red CUSTOMER STORY Connecting supporters with causes to drive meaningful change 275B Donor data points processed $350M Raised for nonprofits with the Co-Op tool 125M+ Individuals represented i…
…S. At the heart of their strategy is the Cooperative Email Database, or Co-Op — a shared data product aggregating and analyzing anonymized donor insights from over 150 organizations. By leveraging machine learning, the Co-Op can identify potential donors based…
…ontinually shrinking nonprofit operational budgets. By implementing Databricks, MissionWired processed 275 billion data points across donor activities to raise an incredible $350 million for their clients since 2020. Facing outreach hurdles in a competitive donor environment Political campaigns…
…mpaigns remained effective and responsive to shifting market dynamics. In fact, member organizations leveraging the Co-Op achieved a complete return on investment within 12 months. This success drove $350 million in total donations to date. “With better donor…

Company

MissionWired

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…nonprofits with the Co-Op tool 125M+ Individuals represented in the Co-Op tool MissionWired specializes in raising funds for nonprofit organizations and political campaigns. Tapping into their Cooperative Email Database (Co-Op), the company combines the…

Country

United States

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…shifting priorities and digital transformation challenges. Enter MissionWired. The company empowers political campaigns and nonprofits to connect with high-quality donor prospects to drive meaningful change across the U.S. At the heart of their strategy is the Cooperative Email Database, or Co-Op — a…

Industry

Marketing

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…e significant social good for the causes they champion. Share this post Details Industry : Marketing , Technology and Software Use Case : Data Science , Data Warehousing , Data Engineering Cloud : AWS Produ…

Problem

MissionWired's legacy systems could not process the growing volume of donor data, traditional acquisition channels like Meta and Google were becoming less effective, nonprofit operational budgets kept shrinking, and its ML workflows lacked the infrastructure to build and deploy the thousands of models needed for personalization campaigns.

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…gly low performance of traditional acquisition sources (e.g., Meta and Google), the inability of their legacy systems to process massive data volumes and continually shrinking nonprofit operational budgets. By implementing Databricks, MissionWired processed 275 billion data points acr…
…ted timely outreach. Finally, despite their innovative use of machine learning, MissionWired’s ML workflows lacked the infrastructure required to build and deploy the thousands of models for personalization campaigns. To address these barriers, MissionWired implemented the Databricks Data + AI P…

Solution

MissionWired implemented the Databricks Data + AI Platform, using Spark Declarative Pipelines to automate data pipelines processing over 125 million individuals in its Co-Op system, Unity Catalog for governance, Databricks SQL integrated with Tableau for analyst reporting, Databricks support for open-source tools including TensorFlow to scale machine learning, and Databricks Notebooks for live collaboration on models and pipelines.

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…latform to manage data ingestion, transformation and machine learning at scale. A critical component of this transformation was Spark Declarative Pipelines, which automated MissionWired’s data pipelines to process and transform data from over 125 million individuals in their Co-Op system. With this shift, MissionWired designed and built robust, automated systems with…
…insights and downstream machine learning. Once the pipelines were strengthened, Unity Catalog, a unified governance solution within the Databricks suite of products, enabled MissionWired to organize their data catalog for improved operations. With cleaner, better-governed data that allowed for se…
…d to. But Databricks SQL just makes it so easy to create queries.” In addition, MissionWired took advantage of Databricks support for open source tools — including TensorFlow — to scale their machine learning capabilities. With the Databricks Data + AI Platform, the team trained and deployed thousand…

Business value

MissionWired's Co-Op infrastructure processes 275 billion data points across the donor activities of 125 million+ people, helping raise $350 million for clients since 2020, with member organizations achieving a complete return on investment within 12 months and seeing higher click-through rates, improved cost per acquisition, and enhanced donor quality compared with paid social ads.

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…ign scalability. Using various components of the Databricks Data + AI Platform, their Co-Op infrastructure can process 275 billion data points across the donor activities of 125 million+ people. This scalability is key for MissionWired’s lean technical team to deliver a pr…
…mpaigns remained effective and responsive to shifting market dynamics. In fact, member organizations leveraging the Co-Op achieved a complete return on investment within 12 months. This success drove $350 million in total donations to date. “With better donor targeting and scalable outreach, we’re helping campaigns con…
…iver immediate performance improvements and long-term fundraising success. Now, the Co-Op and their campaigns consistently see higher click-through rates, improved CPA and enhanced donor quality compared to paid social ads. For MissionWired’s technical team, the Databricks Data + AI Platform ultimatel…

AI capabilities

Machine Learning, Predictive Analytics

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…regating data from 150+ organizations to identify high-quality donor prospects, MissionWired uses machine learning (ML) to optimize marketing campaigns, predict donor behavior and drive click rates while lowering cost per acquisition (CPA). However, the business was dealing with the increasingly low performance of tra…

Technology

Databricks SQL, Delta Lake, Spark Declarative Pipelines, Unity Catalog, TensorFlow

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…tware Use Case : Data Science , Data Warehousing , Data Engineering Cloud : AWS Product : Databricks SQL , Delta Lake , Spark Declarative Pipelines , Unity Catalog Ready to get started? Try Databricks for free Learn more about our product Talk…
…d to. But Databricks SQL just makes it so easy to create queries.” In addition, MissionWired took advantage of Databricks support for open source tools — including TensorFlow — to scale their machine learning capabilities. With the Databricks Data + AI Platform, the team trained and deployed thousand…

Deployment model

cloud

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…logy and Software Use Case : Data Science , Data Warehousing , Data Engineering Cloud : AWS Product : Databricks SQL , Delta Lake , Spark Declarative Pipelines , Unity Cat…

Deployment options

cloud

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…logy and Software Use Case : Data Science , Data Warehousing , Data Engineering Cloud : AWS Product : Databricks SQL , Delta Lake , Spark Declarative Pipelines , Unity Cat…

Headline outcome

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…porters with causes to drive meaningful change 275B Donor data points processed $350M Raised for nonprofits with the Co-Op tool 125M+ Individuals represented in the Co-Op tool MissionWired specializes in rai…

Use case type

Predictive operations

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…regating data from 150+ organizations to identify high-quality donor prospects, MissionWired uses machine learning (ML) to optimize marketing campaigns, predict donor behavior and drive click rates while lowering cost per acquisition (CPA). However, the business was dealing with the increasingly low performance of tra…
Capture details
Captured
09 Sept 2026, 06:06 UTC
Extractor
fetch-strip@1
Snapshot hash
2f2299a0a263f237fd68d61d96702dfafb6aab867f99bba649b2120683178380