As a graduate student concentrating in Climate, Energy, and Environment at Columbia SIPA, I have always been fascinated by how principles of sustainability and human rights are translated into corporate action. Much of my prior exposure to this field - whether at multilateral organizations or in policy research - has focused on the development of high-level frameworks and standards. This semester’s practicum gives me a unique chance to see the other side of the equation: how companies in North America actually respond to these frameworks and pressures, and how technology can accelerate or hinder that process. Our project centers on the drivers of human rights due diligence (HRDD) adoption among North American corporations, with a focus on mapping external pressures, internal decision-making, and the role of digital tools. Rather than evaluating one company or one regulation, we are attempting to build an intelligence framework that synthesizes sector-level pressures, benchmarks HRDD maturity, and identifies where technology can meaningfully reduce the 'policy-to-practice' gap.
The project sits at a particularly interesting crossroads of sustainability and corporate governance. On one side are global developments such as the EU’s Corporate Sustainability Due Diligence Directive (CSDDD) and growing investor scrutiny of supply chain practices. On the other side are North American companies facing a patchwork of federal and state-level rules, as well as reputational and commercial pressures from global buyers and civil society. Understanding how these external forces converge - and where they diverge - is not simply a matter of compiling regulations. It requires thinking about incentives, market dynamics, and organizational behavior. For instance, one of the questions that excites me most is why some companies choose to proactively adopt HRDD tools while others remain reactive or minimalistic. Is it driven by procurement requirements, investor mandates, fear of litigation, or the presence of internal champions such as sustainability officers? Answering these questions forces me to blend qualitative analysis (stakeholder mapping, discourse review) with quantitative methods (sector exposure scoring, maturity models), which is exactly the type of interdisciplinary skillset I came to SIPA to develop.
Even at this early stage, we have encountered some revealing challenges. One is definitional: 'human rights due diligence' is a broad concept, and companies use the term differently. Without clarity, it is difficult to compare maturity levels across sectors or firms. Another is methodological: the temptation to cast a wide net and assess dozens of companies must be weighed against the value of deep-diving into a smaller sample to truly understand implementation. We have also begun to appreciate the subtler, non-regulatory pressures shaping corporate behavior, such as investor ESG expectations, NGO campaigns, and labor-rights litigation risk. The 'policy-to-practice gap' itself is proving to be multidimensional - spanning not only the existence of formal policies but also resourcing, worker voice integration, grievance mechanisms, and supplier engagement. We are exploring whether HRDD maturity models or pressure-convergence frameworks can help structure these complexities in a way that yields actionable insights for technology providers and their potential clients.
For me personally, this practicum is also a test of translating analytical rigor into something that can actually be used by a practitioner. Having worked on sustainability frameworks in multilateral and nonprofit settings, I am now learning to think like a private-sector decision-maker: What kind of evidence convinces a procurement head or compliance officer to adopt a new tool? How do different departments - legal, HR, sustainability - interact when making due diligence decisions? What blend of regulatory risk, reputational pressure, and operational feasibility drives adoption? Grappling with these questions is pushing me to refine my research framing, sharpen my understanding of corporate governance structures, and think critically about the business case for human rights integration.
I hope that by the end of this project I will not only have contributed to a useful deliverable but also gained a clearer sense of how change happens within companies - who drives it, what accelerates it, and where technology can make it stick. In the long term, I aspire to work at the intersection of sustainable finance and responsible corporate practice, helping to design mechanisms that move beyond compliance to real impact. This practicum is already showing me both the promise and the messiness of that task: the multiplicity of pressures, the unevenness of data, and the importance of framing insights in ways that resonate with decision-makers. It is a challenging but exciting learning experience, and one that is deepening my appreciation of how global sustainability and human rights principles are operationalized in the complex world of corporate supply chains.