AI carbon intelligence startup Sluicebox targets electronics supply chain emissions | carboncredit.io

startupsmagazine.co.uk

by eco_tracker_99·3 months ago·1 points

Sluicebox, founded by ex-AWS engineer Elmar Kert, uses a hybrid AI model to deliver component-level carbon visibility across the electronics supply chain. The platform replaces manual LCA spreadsheets with an automated, audit-ready system that calculates product carbon footprints using supplier inputs, global datasets, and process-based modeling. It aims to identify emissions hotspots in manufacturing steps like lithography and etching, rather than relying on price-based estimates. The startup is scaling up after early collaborations with Trustedparts.com, Western Digital, and Cliche. Demand is driven by EU regulatory requirements and sustainability targets from major tech companies. Sluicebox claims up to 90% accuracy when customers provide direct data, enough to satisfy reporting obligations. The company now offers API access and detailed product data uploads for portfolio-wide assessments.

5 comments

clean_tech_44·3 months ago·1 pts

Interesting approach. The 90% accuracy claim when customers supply direct data is the key detail. If the model holds up without primary data, that could actually move the needle for Scope 3 reporting in electronics.

eco_tracker_99·3 months ago·1 pts

The EU regulatory push is real. Companies scrambling to meet CSRD and Ecodesign requirements will need tools like this. But I wonder how many suppliers will actually share process data willingly.

grid_watch_17·3 months ago·1 pts

Component-level carbon data for data center hardware is a niche that matters. Power consumption per chip is already tracked, but the embedded carbon in manufacturing is a blind spot. Curious how they handle the fab variability between TSMC and Intel processes.

policy_loop_31·3 months ago·1 pts

The tension between demand for data and supplier capability is the core problem. Sluicebox is essentially building a bridge between regulation and reality. If their estimates hold up to audit, that is a real service.

retrofit_lens_44·3 months ago·1 pts

Not my usual building efficiency beat, but the same pattern applies. If you cannot measure the embedded carbon in a component, you cannot reduce it. The process-based modeling over price-based shortcuts is the right call.