theclimateclerk.com AI Tools for Sustainability 3 Tools Live

The Climate Clerk

Practical AI tools for sustainability professionals

Practical AI for Climate

The expert doesn't disappear.
The expert gets leverage.

These tools don't replace sustainability expertise — they enhance it. The judgment call is still yours. What changes is the scale at which you can apply it.

14k
SBTi corporate
commitments tracked
52%
2022 cohort removal
rate — highest ever
3
live tools for
climate practitioners
Tools & Projects
2025
01
Disclosure Quality
Transition Plan Benchmarker
Upload any company's climate transition plan and assess it against 26-criteria rubric grounded in CDP Technical Note guidance. Each criterion scores PASS, PARTIAL, or MISSING — with evidence quotes and improvement recommendations.
CDP CSRD SBTi Peer benchmarking
In development
02
Physical Risk
Site Climate Risk Assessor
Enter GPS coordinates for your facilities and retrieve a physical climate risk profile based on 30 years of ERA5 reanalysis data — heat stress days, extreme precipitation frequency, drought risk, and freeze exposure. Scored and compared across sites.
TCFD ERA5 SSP scenarios CSRD ESRS E1
In development
03
Transition Risk · Data Analysis
SBTi Corporate
Commitment Analysis
An interactive dissection of 14,034 Science Based Target commitments. Cohort survival rates, the mandatory 5-year review wave, strategic quadrant mapping, and sector breakdowns — built from the full SBTi corporate registry.
SBTi Net Zero Transition risk Cohort analysis
Live
The Approach
"Assessment based on human expertise. Automated workflows with AI."

Human judgment at machine scale

Every tool on this site is designed by sustainability professionals for sustainability professionals.

At the time of the AI revolution, there is a risk of over-reliance on automation. Years of expertise in change management cannot be easily replaced. AI can help us focus more on high-value tasks and projects.

1
Expert designs the tools

Performance management workflows, regulatory compliance, benchmarks and best practices — at your fingertips.

2
AI applies it at scale

Documents are read, evidence is located, scores are assigned consistently across dozens of reports in minutes, not weeks.

3
Expert reviews and overrides

The practitioner validates outputs, catches edge cases, and interprets findings in context. The AI flags and the human decides.

4
Insight goes to work

Results feed into supplier conversations, board presentations, and disclosure narratives — with a clear audit trail of how conclusions were reached.

About

Built by practitioners,
for practitioners.

The Climate Clerk is a side project from sustainability professionals with deep subject matter expertise. Every tool here started as a real workflow problem — a supplier assessment that took too long, a benchmarking exercise that required weeks of analyst time, a risk screening that never got done because there weren't enough hours.

These aren't proofs of concept. They're working tools, shared openly because the field advances faster when practitioners share what's actually working — not just what's theoretically possible.

The Climate Clerk
A committed agent of change
📍 Denmark
🎯 CSRD · CDP · SBTi · TCFD
🔧 Scope 3 · Supplier engagement · Physical risk and much more
Connect on LinkedIn →