ESGDS: Scaling an AI ESG Data Platform

Mukesh Kripalani, Amol Dhaigude

Product #:W49608

Supplier:Ivey

Discipline:Strategy, Sustainability

Setting:India, United States, 2025

Details:Case (PDF) • 17 pages • 2026-11-11

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In February 2025, the co-founder and chief executive officer (CEO) of ESG Data Solutions Private Limited (ESGDS), faced a growth decision ahead of an upcoming board meeting. ESGDS had built an artificial intelligence (AI)-enabled platform that curated and analyzed ESG data for financial services clients worldwide, and it had grown rapidly. Recently, revenues had plateaued as external narratives around environmental, social, and governance (ESG) investing became more contested. The CEO had to choose a path: remain a lean, client-funded ESG specialist; raise venture capital to scale go-to-market and deepen platform offerings; or productize one adjacent, non-ESG data application. The decision required balancing cash discipline, speed to growth, talent retention, and long-term strategic control.

Learning Objectives

This case is suited for master of business administration (MBA) and executive education programs in strategy, entrepreneurship, or sustainability management. It works particularly well in modules on strategic decision-making under uncertainty, platform-based business models, resource allocation and scaling strategy for bootstrapped entrepreneurial ventures. It could also fit well in a sustainability or ESG-focused course. The discussion on changing ESG demand, data transparency, and the tension between growth and firm mission would make it relevant in these settings. The case fits best mid-course, after participants have acquired basic knowledge of sustainability, can apply baseline strategic management tools, and are ready to debate sequencing and experimentation using lean start-up principles and evaluate alternatives using appropriate decision-matrix frameworks. After working through the case and the assignment questions, participants should be able to do the following:

Analyze how ESG regulations, investor expectations, and geopolitical developments influence sustainability-oriented business opportunities.
Assess the sources of competitive advantage in an ESG analytics platform firm and evaluate whether the advantage is defensible, and the capabilities transferable to other adjacent non-ESG opportunities.
Compare alternative growth strategies using strategic, financial, organizational, and uncertainty-related trade-offs.
Design an adjacent product opportunity and recommend a board-ready growth plan under uncertainty, including how the chosen path may be sequenced.