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Join the Collective Intelligence Movement
Connect with the right people, projects, and resources for your changemaking journey
Manifesto
Advancing social progress through collective intelligence and semantic web technology
We envision a world where collective intelligence accelerates social progress
Where researchers, practitioners, and changemakers can seamlessly connect insights across disciplines to solve complex societal challenges.
Collective Intelligence Drives Progress
The most powerful solutions emerge when diverse perspectives and expertise converge. Our knowledge graph enables this convergence by making connections visible and actionable.
Semantic Technology Enables Understanding
By representing knowledge in machine-readable formats, we can discover patterns invisible to human researchers alone. Semantic web technology isn't just about data—it's about understanding.
Open Collaboration Accelerates Innovation
When knowledge is freely shared and built upon, innovation accelerates exponentially. We reject proprietary approaches that limit collective progress.
We're building the unified knowledge infrastructure that connects insights and accelerates impact.
Semantic Web Foundation
We leverage cutting-edge semantic web technologies to create a knowledge graph that's both powerful and accessible. Our RDFS/OWL schema enables deep connections while maintaining standards compliance.
Domain-Specific Expertise
We organize knowledge into focused domains—climate action, democratic innovation, health equity, economic justice, and more—while maintaining cross-domain connections that reveal systemic solutions.
Community-Driven Development
Our knowledge graph grows through the contributions of researchers, practitioners, and changemakers worldwide. Every addition, connection, and insight strengthens our collective intelligence.
We measure success not by academic citations alone, but by real-world change enabled through our collective intelligence platform.
For Practitioners
Access practical strategies with clear pathways from theory to action and measurable impact.
For Communities
Accessible knowledge that empowers local action while connecting to global networks of expertise and support.
For Researchers
A comprehensive knowledge base that accelerates discovery, reveals research gaps, and enables cross-disciplinary collaboration on unprecedented scales.
We measure success not by academic citations alone, but by real-world change enabled through our collective intelligence platform.
To Openness
All our data, processes, and findings are open for review, use, and improvement. We believe knowledge should be freely accessible to all.
To Collaboration
We prioritize building on each other's work rather than competing for recognition. Every contribution strengthens our collective impact.
To Impact
We measure success not by academic citations alone, but by real-world change enabled through our collective intelligence platform.
Ready to Accelerate Your Impact?
Join our collective intelligence movement and discover how semantic technology can transform your changemaking journey. Whether you're a researcher, practitioner, or concerned citizen, you have a role in advancing social progress through collective intelligence.
Join Our Community
Intelligence
Building the infrastructure for collective intelligence through semantic technology and collaborative development
Theory of Change Framework
Developing comprehensive frameworks for understanding and mapping social change processes, enabling changemakers to design more effective interventions.
Open Data Integration
Connecting and harmonizing diverse open data sources to create comprehensive datasets for social change research and analysis.
Strategic Intelligence Platform
Building decision support tools that help changemakers navigate complex social systems and identify strategic intervention points.
Semantic Web Ontology
Developing comprehensive ontologies that enable structured knowledge representation and interoperability across social change domains.
AI-Powered Analysis
Leveraging artificial intelligence to analyze complex social data, identify patterns, and generate insights for evidence-based decision making.
Collaborative Intelligence
Facilitating community-driven development of knowledge graphs, tools, and methodologies through open collaboration platforms.
Discover How Semantic Technology Connects You to What Matters
Imagine having a smart assistant that understands the connections between climate action, democracy projects, health innovations, and education reforms. Our semantic technology doesn't just search—it understands context and reveals hidden relationships that traditional search engines miss.
- Find relevant causes and initiatives in your domain
- Connect with potential collaborators and co-creators
- Access curated resources and knowledge bases
Our Services
Comprehensive solutions for accelerating collective intelligence and social change through semantic technology
Accelerating data discovery
Helping you find causes, initiatives, co-creators and resources
- Discover relevant causes and initiatives in your domain
- Find potential co-creators and collaborators
- Access curated resources and knowledge bases
Our platform accelerates your ability to discover and connect with the right people, projects, and resources. Whether you're looking for climate initiatives, democracy projects, or health innovations, we help you find what matters most for your changemaking journey.
Connecting changemaker concepts
Gaining insights from linking data from various domains
Our knowledge graph connects concepts across different societal challenge domains
- Link climate initiatives with democracy projects
- Connect health innovations with education reforms
- Discover cross-domain patterns and opportunities
Navigating collective intelligence
Visualising a shared knowledge commons
Our platform creates a comprehensive map of collective intelligence, making complex networks of knowledge, people, and initiatives visible and navigable.
- Visualize knowledge networks across domains
- Navigate complex ecosystems of changemaking
- Discover patterns hidden in collective knowledge
Transform fragmented knowledge into a navigable collective intelligence landscape that reveals opportunities for collaboration and innovation.
Human and AI collaboration
Facilitating human questioning and guided AI inferring
We create synergistic partnerships between human expertise and AI capabilities, where human insight guides AI exploration and AI enhances human understanding.
- Human-guided AI exploration of knowledge networks
- AI-assisted pattern recognition and insights
- Collaborative problem-solving across perspectives
Leverage the best of both worlds: human creativity and AI computational power to solve complex societal challenges together.
Semantic Data Infrastructure & Engineering
Graph databases, data combination, transformation and enrichment
Our robust semantic infrastructure leverages RDF/OWL standards to create scalable knowledge graphs that integrate, transform, and enrich data from diverse sources.
- Create scalable knowledge graphs from diverse sources
- Ensure data quality and interoperability standards
- Enable automated data transformation and enrichment
Build on a foundation of semantic web standards that ensure data quality, interoperability, and scalability for complex knowledge networks.
GenAI with Semantic Data
Improving LLM performance with graph data
Enhance large language model performance by grounding AI responses in structured semantic knowledge, reducing hallucinations and improving accuracy through graph-based reasoning.
- Ground AI responses in verified knowledge sources
- Reduce AI hallucinations through knowledge validation
- Enable explainable AI through knowledge graph traces
Transform AI from black-box responses to transparent, knowledge-grounded insights that you can trust and understand.
Products For Intelligence
Visualizing the next generation of collective intelligence tools
Semantic Ontology
Advanced RDF/OWL ontology for structured knowledge representation and semantic reasoning.
Public Knowledge Map
Interactive visualization platform for the general public to explore collective intelligence networks and relationships.
Technical Ontology Graph
Advanced graph visualization for complex semantic relationships and technical ontology exploration.
LLM with SPARQL
Large Language Model that interprets natural language and generates SPARQL queries for semantic search.
Semantic Search Engine
Advanced search engine that understands context and relationships between concepts.
Testimonials
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Saul Goodman
Ceo & Founder
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Sara Wilsson
Designer
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Jena Karlis
Store Owner
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Matt Brandon
Freelancer
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John Larson
Entrepreneur
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Support Our Mission
Help us build the infrastructure for collective intelligence and social change
Community Supporter
Free
- Access to knowledge graph and resources
- Participate in community discussions
- Contribute to ontology development
- Help shape the platform's future
Monthly Supporter
$10 / month
- All Community Supporter benefits
- Priority access to new features
- Recognition on our contributors page
- Direct input on development priorities
Project Supporter
One-time donation
- All Community Supporter benefits
- Choose which projects to support
- Receive project updates and impact reports
- Recognition for project-specific contributions
Our Team
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Walter White
Chief Executive Officer
Sarah Jhonson
Product Manager
William Anderson
CTORecent Blog Posts
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Frequently Asked Questions
Common questions about our platform, how to get started, and how to contribute to our collective intelligence mission.
How do I explore the knowledge graph?
Start with our interactive visualization tool. You can search for specific topics, browse by domain, or follow connections between related concepts. The knowledge graph shows relationships between different initiatives, people, and resources.
What makes your search different from Google?
Our semantic search understands relationships between concepts, not just keywords. It can connect climate initiatives with democracy projects, or health innovations with education reforms. Traditional search engines miss these cross-domain connections.
How can I contribute to the ontology?
You can suggest new concepts, improve existing definitions, or help connect related ideas. Visit our contribute page to learn about different ways to participate. We welcome contributions from researchers, practitioners, and anyone interested in collective intelligence.
Get in Touch
We'd love to hear from you! Whether you have questions, want to collaborate, or need to report an issue, we're here to help.
Contact Us
We're passionate about creating positive societal change through intelligence and influence. Reach out to us for collaboration, questions, or to share your ideas.
Email:
info@intelligenceforinfluence.org
GitHub:
github.com/moral-ambition
GitLab:
gitlab.com/moral-ambition