Writing
Blog
Notes on ESG & sustainability reporting, climate policy and human migration, and data & reporting practice.
ESG & AI
AI in ESG reporting: assistant, not author
Where AI genuinely speeds up sustainability reporting — and where it quietly creates risk. A practical rule: AI can touch the inputs, but a human owns the output.
ESG
Why ESG controlling lives and dies on data quality
Regulations like CSRD raise the bar, but the real battle is reconciliation, validation, and audit-ready trails — a view from inside a 90-country reporting cycle.