Justice Beyond Indicators: Structural Gaps in the National Implementation of the Kunming–Montreal Global Biodiversity Framework

The Kunming–Montreal Global Biodiversity Framework (GBF) represents a significant advance in global biodiversity accountability. Yet, as the first collective stocktake approaches at CBD COP 17, critical structural weaknesses continue to threaten its capacity to deliver just and effective outcomes at national and sub-national levels. While the GBF substantially strengthens ecological targets and monitoring mechanisms, its accountability architecture remains disproportionately biophysical, systematically underrepresenting governance failures, social inequities, and political economy constraints that ultimately determine implementation success.

Drawing on applied policy experience in India across district-level SDG planning, climate governance, ESG regulation, industrial decarbonization, and life-cycle-based sustainability strategy, this contribution examines the growing disconnect between global GBF ambitions and national delivery realities in the Global South. It demonstrates how dominant ecological indicators frequently fail to capture distributive impacts on livelihoods, procedural exclusions in decision-making, and recognition injustices affecting Indigenous Peoples, informal workers, and marginalized rural communities. As a consequence, national implementation risks generating conservation outcomes that are environmentally measurable yet socially regressive.

The paper further exposes a systemic governance asymmetry between climate–carbon regulation and biodiversity protection. While national and corporate systems for GHG accounting, carbon disclosure, and life-cycle assessment are increasingly standardized and legally operationalized, biodiversity externalities remain weakly regulated, fragmented, or largely voluntary. This regulatory mismatch creates perverse incentives within energy-transition and decarbonization pathways, where carbon reductions are prioritized even as ecosystems are degraded and local communities bear unjust conservation and development costs. Without integrating biodiversity safeguards into carbon, energy, and ESG compliance regimes, the GBF risks being structurally subordinated to climate policy rather than reinforced by it.

The analysis identifies three core barriers to just GBF implementation: fragmented multi-level governance, limited legal enforceability of GBF targets within domestic regulatory systems, and weak alignment between public biodiversity obligations and private-sector accountability. It advances targeted recommendations for COP 17, including embedding justice-sensitive social and governance indicators within national GBF reporting, legally integrating biodiversity duties into land-use, environmental clearance, and corporate disclosure regimes, and strengthening participatory, consent-based local implementation. Without recentering justice within biodiversity governance, the GBF risks becoming technically robust yet politically hollow.