Roadmap
What's coming next. Two major services in active development that will transform how campaigns use AI and data.
Coming Soon - AI Engine and Data Pipeline
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AI Engine
Status: 40% Complete
The Claude-powered intelligence layer that makes Campaign Brain smarter.
Workflow Intelligence
AI-powered decision nodes in Workflow. Automatically route voters based on conversation analysis, sentiment, and predicted outcomes.
Message Generation
Generate personalized outreach based on voter profiles. The right message for each individual, at scale.
Research Assistant
Ask questions about your campaign data in natural language. 'Who are my best volunteer prospects in Ward 7?' answered instantly.
Optimization Suggestions
AI-driven recommendations for improving contact rates, persuasion scripts, and resource allocation.
Why Claude?
We chose Anthropic's Claude for its strong performance on nuanced political communication, commitment to safety, and ability to understand campaign context.
Planned AI Engine Capabilities
| Feature | Description | Status |
|---|---|---|
| Workflow Routing | AI decides next action in voter journey | In Progress |
| Script Suggestions | Personalized talking points per voter | Planned |
| Sentiment Analysis | Understand voter responses from notes | Planned |
| Natural Language Query | Ask questions about campaign data | Planned |
| Content Generation | Draft emails, texts, social posts | Planned |
Data Pipeline
Status: 30% Complete
The data backbone that ingests, cleans, and distributes voter information.
Voter File Import
Ingest voter files from any state format. Automatic parsing, validation, and standardization.
Continuous Updates
Stay current with registration changes, address updates, and new voters. Never work with stale data.
Data Enrichment
Append commercial data, model scores, and demographic overlays. Richer profiles for better targeting.
List Management
Build, export, and manage voter lists for mail, phones, and digital. Deduplication and hygiene built in.
Planned Data Pipeline Capabilities
| Feature | Description | Status |
|---|---|---|
| State File Parsers | Support for all 50 state formats | In Progress |
| Match/Merge Logic | Deduplicate across sources | In Progress |
| Change Detection | Track voter record changes | Planned |
| Export Formats | CSV, API, direct integration | Planned |
| Data Quality Scoring | Confidence levels per field | Planned |
Coming Soon
Both AI Engine and Data Pipeline are in active development. Interested in early access? Contact us through the main Campaign Brain site.