The AI Intelligence Engine module provides a comprehensive framework for transforming unstructured information into actionable, evidence-based intelligence. It defines standardized methodologies for natural language promise detection, speech-to-policy comparison, semantic contradiction analysis, voting intent evaluation, and automated document parsing. By combining artificial intelligence, natural language processing, and knowledge graph technologies, the module enables platforms to continuously analyze statements, actions, and records to identify patterns, inconsistencies, and meaningful relationships across large volumes of data.
The specification also establishes a robust evidence and attribution framework through relationship mapping, automated source citation linking, and trend summarization capabilities. Every analytical finding is designed to be transparent, traceable, and supported by verifiable sources and audit records. The AI Intelligence Engine serves as the central analytical layer for accountability, research, transparency, and investigative systems, enabling organizations to build explainable and reproducible intelligence workflows.
This specification is released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+) and may be used freely with required attribution. Attribution-free deployments require a Specification Branding License, with fees based on usage, scope, and deployment size.
Complete Specification Repository:
- ActionCheck – An open-source civic accountability platform that tracks political promises, voting records, financial disclosures, and conflicts of interest to help citizens make informed decisions.
Specification Modules:
AI Intelligence Engine Module Specification Pricing:
| Network Size | # of Users | One-Time Price | Duration |
| Small | 1 – 20 | $4,000 | Perpetual License |
| Medium | 21- 1000 | $7,500 | Perpetual License |
| Large | 1001 + | Custom Quote | Custom Quote |
