{"id":2324,"date":"2026-08-18T15:54:05","date_gmt":"2026-08-18T06:54:05","guid":{"rendered":"https:\/\/platform.impactlake.com\/en\/?page_id=2324"},"modified":"2026-08-21T23:41:42","modified_gmt":"2026-08-21T14:41:42","slug":"ai-native-platform","status":"publish","type":"page","link":"https:\/\/platform.impactlake.com\/en\/overview\/ai-native-platform\/","title":{"rendered":"AI-Ready Data Platform"},"content":{"rendered":"<p><!-- Target URL: \/en\/overview\/ai-native-platform\/ --><\/p>\n\n\n<h1 class=\"wp-block-heading\"><strong>AI-Ready Data Platform<\/strong><\/h1>\n\n\n\n<script>\ndocument.addEventListener('DOMContentLoaded', () => {\n  \/\/ Run only on Overview pages\n  if (window.location.pathname.includes('overview')) {\n    \/\/ Replace the page title shown by the theme\n    document.querySelectorAll('.entry-title').forEach(el => {\n      el.textContent = 'Platform Overview';\n    });\n  }\n});\n<\/script>\n\n\n\n<div class=\"blockart-spacing blockart-spacing-43fa17ff\"><div class=\"blockart-spacing-inner\"><\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">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.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">One data foundation connects collection, structuring, search, model and KPI design, and external AI access.<\/p>\n\n\n\n<div aria-label=\"Structure from public data to structured data and use by people and AI\" class=\"ilp-object ilp-object--diagram\" role=\"img\">\n<div class=\"ilp-architecture-flow-v2\">\n<div class=\"ilp-architecture-flow-v2__sources\"><div><i class=\"fas fa-file-alt\"><\/i><span>Corporate disclosures<\/span><\/div><div><i class=\"fas fa-globe\"><\/i><span>Web sources<\/span><\/div><div><i class=\"fas fa-chart-bar\"><\/i><span>Statistics<\/span><\/div><\/div>\n<div class=\"ilp-diagram-arrow ilp-diagram-arrow--down\"><i class=\"fas fa-arrow-down\"><\/i><\/div>\n<div class=\"ilp-architecture-flow-v2__process\"><span class=\"ilp-icon\"><i class=\"fas fa-robot\"><\/i><\/span><strong>Proprietary data-processing pipeline<\/strong><small>Extraction, cleansing, categorization\/tagging &amp; structuring<\/small><\/div>\n<div class=\"ilp-diagram-arrow ilp-diagram-arrow--down\"><i class=\"fas fa-arrow-down\"><\/i><\/div>\n<div class=\"ilp-architecture-flow-v2__platform\"><span class=\"ilp-icon\"><i class=\"fas fa-project-diagram\"><\/i><\/span><strong>Structured impact data<\/strong><small>Keep relationships and links to original sources<\/small><\/div>\n<div aria-hidden=\"true\" class=\"ilp-branch-flow__connector\"><span><\/span><span><\/span><span><\/span><\/div>\n<div class=\"ilp-architecture-flow-v2__uses\"><div><i class=\"fas fa-search\"><\/i><span>Search in the web interface<\/span><\/div><div><i class=\"fas fa-magic\"><\/i><span>Support creation<\/span><\/div><div><i class=\"fas fa-laptop-code\"><\/i><span>External AI &amp; systems<\/span><\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"blockart-spacing blockart-spacing-d5249141\"><div class=\"blockart-spacing-inner\"><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>One Data Foundation for People and AI<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Connect Data and AI<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Public-data structuring, web search, creation support, and external AI access use the same data foundation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Platform connects companies, issues, businesses, outcomes, KPIs, statistics, and sources instead of storing them as isolated records.<\/p>\n\n\n\n<div class=\"blockart-spacing blockart-spacing-ebd3a2d9\"><div class=\"blockart-spacing-inner\"><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Structure Public Data<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Impact data appears across disclosures, reports, websites, and statistics in different formats and terms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our proprietary pipeline uses AI and other technologies to extract, clean, tag, and structure public data.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Companies &amp; organizations, businesses, products &amp; services<\/li>\n\n\n\n<li>Social issues, affected groups &amp; outcomes<\/li>\n\n\n\n<li>KPIs, targets, actuals &amp; periods<\/li>\n\n\n\n<li>Sources, publishers &amp; referenced locations<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Structured data is kept separate from the original source, with source and creation route shown where possible.<\/p>\n\n\n\n<div class=\"blockart-spacing blockart-spacing-5dc5860d\"><div class=\"blockart-spacing-inner\"><\/div><\/div>\n\n\n\n<div class=\"blockart-spacing blockart-spacing-v5ai01\"><div class=\"blockart-spacing-inner\"><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Research &amp; Create with AI<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI-Assisted Creation<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI can draft impact models, logic models, KPI candidates, and initial assessments from descriptions, URLs, source materials, and Platform data.<\/p>\n\n\n\n<div aria-label=\"Division of roles between AI and users\" class=\"ilp-object ilp-object--diagram\" role=\"img\">\n<div class=\"ilp-merge-flow\">\n<div class=\"ilp-merge-flow__sources\"><div><span class=\"ilp-icon\"><i class=\"fas fa-robot\"><\/i><\/span><strong>AI<\/strong><small>Explore, summarize, draft &amp; suggest candidates<\/small><\/div><div><span class=\"ilp-icon\"><i class=\"fas fa-user-check\"><\/i><\/span><strong>User<\/strong><small>Set objectives, review evidence, edit &amp; make final decisions<\/small><\/div><\/div>\n<div class=\"ilp-merge-flow__connector\"><span><\/span><span><\/span><i class=\"fas fa-arrow-down\"><\/i><\/div>\n<div class=\"ilp-merge-flow__result\"><span class=\"ilp-icon\"><i class=\"fas fa-check-circle\"><\/i><\/span><strong>Reviewed data &amp; models<\/strong><small>Adopt, save, and use under the user\u2019s responsibility<\/small><\/div>\n<\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Organize social issues related to a business or initiative<\/li>\n\n\n\n<li>Draft outputs, outcomes, and impact<\/li>\n\n\n\n<li>Suggest logic models and KPI candidates<\/li>\n\n\n\n<li>Compare with existing models and indicators and suggest review points<\/li>\n\n\n\n<li>Import and edit after user review<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI suggestions are initial drafts. Users are responsible for final review and judgment against the relevant methodology and the actual business context.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Explore Data with AI<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Natural-language search is expanding across companies, issues, businesses, KPIs, statistics, and related data.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Example questions<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Find companies in Japan working on climate-change adaptation<\/li>\n\n\n\n<li>Organize businesses and KPIs related to health inequality<\/li>\n\n\n\n<li>Compare themes prioritized by multiple impact funds<\/li>\n\n\n\n<li>Review outcome KPIs disclosed by a specific company together with sources<\/li>\n\n\n\n<li>Find candidate logic models and indicators for a particular business<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI answers depend on the question and available data. For important decisions, check the sources and latest official data.<\/p>\n\n\n\n<div class=\"blockart-spacing blockart-spacing-10b6c4d5\"><div class=\"blockart-spacing-inner\"><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>External AI &amp; Systems<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI Client Integration<span class=\"ilp-status ilp-status--scheduled\">Target: Aug\u2013Sep 2026<\/span><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">We plan to provide secure access to Platform data and functions from external AI clients via MCP.<\/p>\n\n\n\n<div aria-label=\"Use Platform data across multiple environments\" class=\"ilp-object ilp-object--diagram\" role=\"img\">\n<div class=\"ilp-interface-flow\">\n<div class=\"ilp-interface-flow__platform\"><span class=\"ilp-icon\"><i class=\"fas fa-database\"><\/i><\/span><strong>impactlake Platform<\/strong><small>Structured data, functions &amp; sources<\/small><\/div>\n<div aria-hidden=\"true\" class=\"ilp-branch-flow__connector\"><span><\/span><span><\/span><span><\/span><\/div>\n<div class=\"ilp-interface-flow__interfaces\"><div><span class=\"ilp-icon\"><i class=\"fas fa-window-maximize\"><\/i><\/span><strong>Web interface<\/strong><small>Direct human use<\/small><\/div><div><span class=\"ilp-icon\"><i class=\"fas fa-robot\"><\/i><\/span><strong>AI client<\/strong><small>Connection via MCP<\/small><\/div><div><span class=\"ilp-icon\"><i class=\"fas fa-code\"><\/i><\/span><strong>External systems<\/strong><small>API &amp; Data Access<\/small><\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Supported AI clients will be able to search Platform data and retrieve related sources.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Expected MCP Use Cases<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Search impact data on companies and funds<\/li>\n\n\n\n<li>Identify companies and businesses related to a specific social issue<\/li>\n\n\n\n<li>Retrieve candidate KPIs, statistics, and assessment approaches<\/li>\n\n\n\n<li>Compare multiple companies and initiatives<\/li>\n\n\n\n<li>Retrieve sources and related data used in an answer<\/li>\n\n\n\n<li>Create initial logic-model or report drafts in an external AI environment<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">MCP data, tools, limits, and authentication may vary by plan and release.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><small>*The timing and specifications of AI client integration are subject to change.<\/small><\/p>\n\n\n\n<div class=\"blockart-spacing blockart-spacing-318ca3c9\"><div class=\"blockart-spacing-inner\"><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>API &amp; Data Access<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">API and bulk-data access are expanding for external systems, analytics, and business tools.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Search company and organization data<\/li>\n\n\n\n<li>Retrieve social issues, categories, outcomes, and related data<\/li>\n\n\n\n<li>Retrieve KPI &amp; statistical data<\/li>\n\n\n\n<li>Retrieve sources, update dates, verification status, and related metadata<\/li>\n\n\n\n<li>Connect with internal AI and analytics environments<\/li>\n\n\n\n<li>Developer documentation covering authentication, data fields, examples, and related topics<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Use of APIs or datasets may be subject to conditions including plan, individual agreement, licensing, source attribution, and usage limits.<\/p>\n\n\n\n<div class=\"blockart-spacing blockart-spacing-e57832aa\"><div class=\"blockart-spacing-inner\"><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Use AI Safely<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Platform vs. External AI<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">External AI handles flexible analysis and generation. Platform provides structured impact data, KPIs, statistics, and sources.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Together, they combine flexible AI with impact-specific data and evidence.<\/p>\n\n\n\n<div class=\"blockart-spacing blockart-spacing-c60b9fd2\"><div class=\"blockart-spacing-inner\"><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Important Notes<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Platform data and AI-assisted content may be incomplete, inaccurate, or outdated. Check sources, periods, creation routes, and verification status.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For professional decisions, check original sources and seek appropriate advice.<\/p>\n\n\n\n<div class=\"blockart-spacing blockart-spacing-7e39ee26\"><div class=\"blockart-spacing-inner\"><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Plans<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free\uff1a<\/strong>Basic data search, browsing, and creation<\/li>\n\n\n\n<li><strong>Plus\uff1a<\/strong>AI-assisted assessment and design. AI client integration is targeted for August\u2013September 2026<\/li>\n\n\n\n<li><strong>Business plan:<\/strong>Dedicated organizational environment, private data, and custom connections to internal AI or business systems<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">See Plans or contact support for current availability and terms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"\/en\/overview\/plans\/\">See Platform, impactlake\u2122, and Plans<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Users can access information and features of the Platform in clear, natural language through the corresponding AI environment.<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1682,"menu_order":5,"comment_status":"closed","ping_status":"closed","template":"template-left-sidebar.php","meta":{"footnotes":""},"class_list":["post-2324","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.7.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI-Ready Data Platform - mpactlake Platform | Open Platform for Impact Data<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/platform.impactlake.com\/en\/overview\/ai-native-platform\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI-Ready Data Platform - mpactlake Platform | Open Platform for Impact Data\" \/>\n<meta property=\"og:description\" content=\"Users can access information and features of the Platform in clear, natural language through the corresponding AI environment.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/platform.impactlake.com\/en\/overview\/ai-native-platform\/\" \/>\n<meta property=\"og:site_name\" content=\"mpactlake Platform | Open Platform for Impact Data\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-21T14:41:42+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/platform.impactlake.com\/en\/overview\/ai-native-platform\/\",\"url\":\"https:\/\/platform.impactlake.com\/en\/overview\/ai-native-platform\/\",\"name\":\"AI-Ready Data Platform - 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