{ "metadata": { "title": "AI for Investor Relations Transformation", "description": "A comprehensive learning graph covering investor relations fundamentals, AI technologies, data governance, regulatory compliance, and strategic transformation for IR professionals and executives.", "creator": "David Berglund", "date": "2025-11-05", "version": "2.0", "format": "Learning Graph JSON v1.0", "schema": "https://raw.githubusercontent.com/dmccreary/learning-graphs/refs/heads/main/src/schema/learning-graph-schema.json", "license": "CC BY-NC-SA 4.0 DEED" }, "groups": { "AGENTIC": { "color": { "classifierName": "Agentic AI Systems", "color": "#6366f1", "font": { "color": "white" } }, "font": { "color": "black" } }, "AI-CONT": { "color": { "classifierName": "AI Content Creation", "color": "#8b5cf6", "font": { "color": "white" } }, "font": { "color": "black" } }, "AI-GOV": { "color": { "classifierName": "AI Governance", "color": "#a855f7", "font": { "color": "white" } }, "font": { "color": "black" } }, "AI-TECH": { "color": { "classifierName": "AI Technology", "color": "#ec4899", "font": { "color": "white" } }, "font": { "color": "black" } }, "ANLYT": { "color": { "classifierName": "Analytics & Predictions", "color": "#06b6d4", "font": { "color": "white" } }, "font": { "color": "black" } }, "DATA-GOV": { "color": { "classifierName": "Data Governance", "color": "#10b981", "font": { "color": "white" } }, "font": { "color": "black" } }, "INVEST": { "color": { "classifierName": "Investor Types", "color": "#f59e0b", "font": { "color": "black" } }, "font": { "color": "black" } }, "IR-FOUND": { "color": { "classifierName": "IR Foundations", "color": "#ef4444", "font": { "color": "white" } }, "font": { "color": "black" } }, "IR-OPS": { "color": { "classifierName": "IR Operations", "color": "#f97316", "font": { "color": "white" } }, "font": { "color": "black" } }, "REG-COMP": { "color": { "classifierName": "Regulatory Compliance", "color": "#84cc16", "font": { "color": "black" } }, "font": { "color": "black" } }, "TRANSFORM": { "color": { "classifierName": "Transformation & Strategy", "color": "#3b82f6", "font": { "color": "white" } }, "font": { "color": "black" } }, "VALMET": { "color": { "classifierName": "Valuation Metrics", "color": "#eab308", "font": { "color": "black" } }, "font": { "color": "black" } } }, "nodes": [ { "id": 1, "label": "Investor Relations Function", "group": "IR-FOUND", "shape": "box" }, { "id": 2, "label": "Corporate Valuation Strategy", "group": "IR-FOUND" }, { "id": 3, "label": "Market Communication Strategy", "group": "IR-FOUND" }, { "id": 4, "label": "Earnings Reporting Process", "group": "IR-OPS" }, { "id": 5, "label": "Investor Targeting Methods", "group": "IR-OPS" }, { "id": 6, "label": "Q&A Preparation Techniques", "group": "IR-OPS" }, { "id": 7, "label": "Institutional Investors", "group": "INVEST", "shape": "box" }, { "id": 8, "label": "Retail Investors", "group": "INVEST", "shape": "box" }, { "id": 9, "label": "Hedge Funds", 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67, "label": "Large Language Models", "group": "AI-TECH" }, { "id": 68, "label": "Generative AI Tools", "group": "AI-TECH" }, { "id": 69, "label": "Prompt Engineering Skills", "group": "AI-TECH" }, { "id": 70, "label": "AI for Content Creation", "group": "AI-CONT" }, { "id": 71, "label": "GenAI Earnings Reports", "group": "AI-CONT" }, { "id": 72, "label": "AI-Enhanced Press Releases", "group": "AI-CONT" }, { "id": 73, "label": "Drafting Investor Memos", "group": "AI-CONT" }, { "id": 74, "label": "Narrative Consistency", "group": "AI-CONT" }, { "id": 75, "label": "Tone Analysis Tools", "group": "AI-CONT" }, { "id": 76, "label": "Compliance Review Tools", "group": "AI-CONT" }, { "id": 77, "label": "AI Governance Models", "group": "AI-GOV" }, { "id": 78, "label": "Developing AI Policy", "group": "AI-GOV" }, { "id": 79, "label": "Responsible AI Practices", "group": "AI-GOV" }, { "id": 80, "label": "AI Ethics for Finance", "group": "AI-GOV" }, { "id": 81, "label": "Recognizing 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