Automated report review
An NLP tool that reviews annual performance reports and captures lessons learned at scale, for a global climate fund.
Impact · Carbon markets · Integrated tech
Impact and carbon markets,
built into one system.
I help growing climate and impact funds link their impact to financial performance, and turn their emission reductions into carbon market value, in one system ready for AI.
Start a conversationThe problem
Impact and financial results are reported separately, so nobody sees the full picture.
Your portfolio grows. Reports multiply. Data sits in spreadsheets across teams that don’t talk.
AI can’t fix scattered data. Big consultancies cost too much.
What I do
Impact management
As your portfolio grows, impact data gets messy and loses its link to financial performance. I keep the two connected, so you see which investments deliver both, and can prove it to investors.
Carbon market readiness
Which of your projects can earn credits under Article 6 or voluntary markets, and what you can honestly claim.
Both delivered as one integrated system: AI ready, and bridged to your IT team.
How I work
01
Diagnose
A design thinking approach: I start with how your team actually works, to find the core problem.
02
Build
One connected system, built with your team and bridged to your IT team.
03
Hand over
Your team runs it. Documentation and training included.
Proof
One portfolio view
Power BI dashboards that replaced fragmented country reporting with one view the Board and donors read directly.
Impact frameworks at scale
Impact framework assessment across a EUR 2 billion blended finance portfolio in 30 countries.
About
Environmental engineer (M.Eng.). Ten years in climate, environment and development finance, across Asia, Africa, Europe and Latin America.
Green Climate Fund · Finance in Motion · GIZ · Center for Land Research · IfaS
English · Chinese · German · Japanese. Based in Singapore, working worldwide.
Contact
Start a conversation.
Tell me what you would like to fix, and I will get back to you.