AI-Ready Data Platform
impactlake Platform is a data platform for both people and AI. Users can search it on the web, while AI can access structured impact data and sources.
One data foundation connects collection, structuring, search, model and KPI design, and external AI access.
One Data Foundation for People and AI
Connect Data and AI
Public-data structuring, web search, creation support, and external AI access use the same data foundation.
Platform connects companies, issues, businesses, outcomes, KPIs, statistics, and sources instead of storing them as isolated records.
Structure Public Data
Impact data appears across disclosures, reports, websites, and statistics in different formats and terms.
Our proprietary pipeline uses AI and other technologies to extract, clean, tag, and structure public data.
- Companies & organizations, businesses, products & services
- Social issues, affected groups & outcomes
- KPIs, targets, actuals & periods
- Sources, publishers & referenced locations
Structured data is kept separate from the original source, with source and creation route shown where possible.
Research & Create with AI
AI-Assisted Creation
AI can draft impact models, logic models, KPI candidates, and initial assessments from descriptions, URLs, source materials, and Platform data.
- Organize social issues related to a business or initiative
- Draft outputs, outcomes, and impact
- Suggest logic models and KPI candidates
- Compare with existing models and indicators and suggest review points
- Import and edit after user review
AI suggestions are initial drafts. Users are responsible for final review and judgment against the relevant methodology and the actual business context.
Explore Data with AI
Natural-language search is expanding across companies, issues, businesses, KPIs, statistics, and related data.
Example questions
- Find companies in Japan working on climate-change adaptation
- Organize businesses and KPIs related to health inequality
- Compare themes prioritized by multiple impact funds
- Review outcome KPIs disclosed by a specific company together with sources
- Find candidate logic models and indicators for a particular business
AI answers depend on the question and available data. For important decisions, check the sources and latest official data.
External AI & Systems
AI Client IntegrationTarget: Aug–Sep 2026
We plan to provide secure access to Platform data and functions from external AI clients via MCP.
Supported AI clients will be able to search Platform data and retrieve related sources.
Expected MCP Use Cases
- Search impact data on companies and funds
- Identify companies and businesses related to a specific social issue
- Retrieve candidate KPIs, statistics, and assessment approaches
- Compare multiple companies and initiatives
- Retrieve sources and related data used in an answer
- Create initial logic-model or report drafts in an external AI environment
MCP data, tools, limits, and authentication may vary by plan and release.
*The timing and specifications of AI client integration are subject to change.
API & Data Access
API and bulk-data access are expanding for external systems, analytics, and business tools.
- Search company and organization data
- Retrieve social issues, categories, outcomes, and related data
- Retrieve KPI & statistical data
- Retrieve sources, update dates, verification status, and related metadata
- Connect with internal AI and analytics environments
- Developer documentation covering authentication, data fields, examples, and related topics
Use of APIs or datasets may be subject to conditions including plan, individual agreement, licensing, source attribution, and usage limits.
Use AI Safely
Platform vs. External AI
External AI handles flexible analysis and generation. Platform provides structured impact data, KPIs, statistics, and sources.
Together, they combine flexible AI with impact-specific data and evidence.
Important Notes
Platform data and AI-assisted content may be incomplete, inaccurate, or outdated. Check sources, periods, creation routes, and verification status.
For professional decisions, check original sources and seek appropriate advice.
Plans
- Free：Basic data search, browsing, and creation
- Plus：AI-assisted assessment and design. AI client integration is targeted for August–September 2026
- Business plan:Dedicated organizational environment, private data, and custom connections to internal AI or business systems
See Plans or contact support for current availability and terms.