The platform

An engine built like a regulatory filing.

Carbon Sight synthesizes 123 government & institutional LCAs and 200+ peer-reviewed papers into 215,000,000+ data points — then forces independent sources to agree before a number reaches a certificate.

How a score is built

Four stages. Zero black boxes.

01 / INGEST

Public sources only

EPA, DOE Argonne GREET, NREL FLCAC, DEFRA, ADEME Agribalyse, EC3, IPCC, Bath ICE — 123 institutional LCAs plus 200+ DOI-cited papers, normalized into one schema.

02 / MODEL

Cradle to grave

Materials, processing, distribution, use phase, and end-of-life — including recycling credits via EPA WARM. Cradle-to-gate shortcuts don't survive an audit.

03 / CROSS-VALIDATE

2+ sources per number

Every factor is checked against at least two independent public authorities. Where they disagree, the engine resolves it and records the spread.

04 / ATTRIBUTE

A confidence band, not false precision

The certificate states the number, the band, and the named source behind every line item — each one clickable, each one public.

Worked example

What a synthesis actually looks like.

Aluminum beverage can · 12 oz
0.45 kg CO₂e ±22%
Life-cycle stageContributionPublic source
Primary & recycled aluminum production0.31 kg CO₂eUSLCI / NREL FLCAC
Can forming & filling energy0.09 kg CO₂eGREET 4.0 · EPA EF Hub
Distribution & retail0.08 kg CO₂eEPA EF Hub
End-of-life recycling credit−0.03 kg CO₂eEPA WARM

Every line item above resolves to a free, public, or DOI-cited source. That trail prints on the certificate and lives at a public verification URL.

Coverage

Where the 215M+ data points reach.

Food & agriculture

Branded foods

Branded consumer food products and agricultural inputs, anchored by ADEME Agribalyse and peer-reviewed food-systems meta-analyses.

Built environment

Construction & materials

Construction EPDs via EC3 and materials factors from the University of Bath ICE database — the categories CBAM prices first.

Energy & logistics

Fuels, grid, end-of-life

GREET fuel pathways, regional grid intensity, packaging and polymer production, and end-of-life accounting via EPA WARM.

Public QA

The same engine runs in public, every day.

The free consumer app at app.carbonsight.io scores products against the identical engine that issues certificates. Open methodology means our mistakes are visible — and fixed in version-numbered updates.

Next step

Put the engine on your product.