I started Carbon Thread because I kept seeing the same problem.
After nine years working in sustainability across technology, maritime and logistics, and manufacturing, I noticed a pattern: organizations were generating emissions data but not actually using it. Reports got filed. Boxes got checked. And then nothing changed.
The data was scattered. Methodologies were inconsistent. Reporting didn’t connect to operations, and operations didn’t connect to strategy. People were doing compliance work without understanding impact.
“I wasn’t satisfied with carbon accounting that stopped at the report. I wanted to build something that actually helped organizations understand where their emissions come from — and what to do about it.”
I think in systems, not silos. Where most people see Scope 1, Scope 2, Scope 3 as separate boxes, I see a single flow: data → emissions → reporting → decisions → strategy. Carbon Thread Analytics exists to connect all of it.
I built this to be practical — because I’ve been inside organizations where budgets are tight, data is imperfect, and teams are already stretched. The work I do is structured, defensible, and designed for real operational environments. Not theoretical frameworks that look good on paper and fall apart in practice.
Nine years across complex operational environments
My background spans technology, maritime and logistics, and manufacturing — sectors where emissions data is fragmented, multi-modal, and hard to standardize. That’s exactly where this work matters most.
Inventory Design
Structuring boundaries, data sources, and methodology from the ground up.
Emissions Modeling
Building calculation tools that turn operational data into auditable carbon figures.
Reporting Support
Preparing data, methodology documentation, and narratives for major frameworks.
Scope 3 Specialist
Deep experience in value chain emissions across complex, multi-modal operations.
Audit-Ready Output
Every deliverable is traceable from raw activity data to final reported figure.
Practical Systems
Built for teams that need to maintain and explain their carbon data, not just file it.