Large corporations invest heavily in corporate social responsibility initiatives across education, health, livelihoods, climate action, and community development. As these programs expand in scale and geography, expectations around accountability and transparency grow stronger. This places pressure on organizations to demonstrate not just activity, but measurable outcomes. Understanding the challenges in CSR impact assessment becomes essential for corporations that want to