This Perspective reframes climate services from technical data systems to governance infrastructure shaped by mandates, finance, regulation, data governance and public accountability, using policy illustrations from India, Bangladesh and South Africa.
Key findings
- Carbon pricing, sustainability-linked bonds and blended finance may support information platforms and adaptation when embedded in credible institutions. Cross-sector mandates, public oversight and equitable access must be designed to prevent concentrated benefits.
Why this matters globally
The framework helps policymakers connect forecasts to budgeting, planning and financial regulation rather than funding data platforms without institutional users. The issue is broadly relevant across capacity-constrained emerging economies.
Thai researcher contribution
Mahidol University-affiliated coauthor Roman Meinhold contributes to a four-country team linking climate governance, finance and data ethics.
Limitations to consider
The argument relies on interpreted policy illustrations without a systematic evidence-selection protocol and does not measure which arrangements improve use or equity. Three countries cannot represent all political and fiscal settings.