Impact Data AI
Multi-Agent AI Research Platform for Social Innovation
IDCC AI is a multi-agent research platform for social innovation. Six AI specialists — each modelled on a real IDCC co-founder or team member — collaborate to answer research questions, design Theory of Change, calculate SROI, build ESG reports, and synthesise academic evidence across 86,000+ social work records.
Two Core Concepts
Technical Empowerment
AI removes the barrier between a practitioner and world-class analytical capability. Any community worker, NGO, or social entrepreneur can now access SROI calculation, ESG frameworks, and academic literature review through natural language — no specialist required.
Impact Empowerment
When more actors can measure and communicate their social impact credibly, the whole ecosystem improves. More NGOs access SIE Fund and social impact bonds. More enterprises file credible ESG reports. More communities articulate the value they create.
Three Consortiums
Skill Consortium
A shared library of agent skills contributed by peers, partners, and domain experts — open, forkable, CC BY 4.0.
Data Consortium
A growing knowledge base of social work research, impact evidence, sector benchmarks, and community-generated data.
Impact Consortium
Organisations committed to measuring and improving social impact — shared frameworks, shared metrics, shared accountability.
The AI Research Team
Cici Ai
Orchestrator · IDCC AI Agent
Represents the future of social impact data. Orchestrates the team across 86,000+ records.
James Leung
Literature Search Specialist
Retrieving and reasoning across 86,000+ academic records.
Jessica Cheung
Data Analysis Specialist
Interrogating patterns and proposing conceptual frameworks.
Prof. Tat Lam
Report Writer
Synthesising team debates into professional reports.
Johnson Kong
Impact Metrics Specialist
Selecting frameworks, ESG standards, and indicators.
Terence Yuen
SROI Calculation Specialist
Building value maps, applying HK financial proxies, computing SROI ratios.
Try the Prototype
The current platform demonstrates that skills and knowledge can flow freely across an AI agent network. We welcome peers, business partners, and domain specialists to contribute their skills and RAG knowledge.
Visit impactdata.cc →