Carbon accounting & footprinting

End-to-End AI Workflow for Product-Level Carbon Accounting

Climate Seal turns fragmented product, supplier, factory, and operational data into structured carbon accounting models, traceable calculations, and audit-ready outputs. AI executes repetitive work from file intake to report drafting, while experts control methodology, assumptions, review, and final decisions.

AI execution from source files to report drafts

Risk checks and traceable evidence throughout the workflow

Expert control over methods, assumptions, and sign-off

One workflow structure. Different carbon data needs.

The same foundation for data, calculations, evidence, and review adapts to the boundary and methodology of each project.

Complex LCA projects: Structure multi-stage product systems, material and process relationships, allocation choices, and scenarios for expert assessment.
Product Carbon Footprints: Connect BOMs, factory activity data, supplier inputs, and emission factors to a defined product unit and life-cycle boundary.
Corporate & Scope 3 accounting: Organize facility and value-chain activity data, map emission sources, and document estimates and calculation methods.
CBAM data preparation: Prepare production, energy, precursor, and emissions records for CBAM-specific requirements. Reused PCF inputs need separate boundary mapping and review.
Supplier carbon data workflows: Collect supplier files, clarify missing information, review data quality, and carry confirmed inputs into product and supply-chain calculations.

The end-to-end workflow

From raw files to carbon results you can review

AI prepares and checks the work at each stage. Experts resolve material questions, approve key choices, and decide when the result is ready to deliver.

Data intake

Bring BOMs, specifications, energy records, procurement data, transport files, and supplier evidence into the project.

File parsing & clarification

Extract materials, quantities, units, and activity data. Flag missing or inconsistent inputs and prepare targeted clarification requests.

Accounting & LCA modeling

Build a structured model of boundaries, emission sources, processes, allocation rules, and assumptions for expert review.

Emission factor matching

Suggest factors with their source, selection rationale, geographical and technological fit, match quality, and uncertainty.

Traceable calculations

Apply quantities, conversions, allocations, and factors in a documented calculation chain that experts can inspect and adjust.

Risk & quality review

Check data gaps, weak assumptions, factor mismatches, and calculation logic. Show which items need evidence or confirmation.

Report preparation

Draft the methodology, boundaries, data sources, results, limitations, and findings for expert editing and final sign-off.

Audit evidence & handoff

Preserve original inputs, factor records, formulas, assumptions, supporting evidence, and confirmation status in an audit ledger.

Audit-ready outputs support expert and third-party review. Climate Seal does not issue independent assurance or certification; final verification is performed by an appropriately qualified independent body.

For your team

Put structured carbon data to work

Use the workflow to deliver client projects, coordinate suppliers, or prepare a response to a buyer’s carbon-data request.

Consultants & carbon teams

Manage complex PCF and LCA projects with AI preparation and execution, while retaining responsibility for methodology, assumptions, and final review.

Explore consultant workflows

Brands & procurement teams

Collect and review supplier carbon data, identify quality gaps, and use traceable inputs in product and Scope 3 accounting.

Explore supplier collaboration

Manufacturers & exporters

Turn factory and product records into reviewable carbon data for buyer requests and applicable export reporting requirements.

Explore manufacturer workflows

Discuss your project

Start with your carbon data and delivery goal

Tell us the product or accounting scope, available files, applicable methodology, and deadline. We will help you identify the workflow and review steps your project needs.

See pricing Request a workflow demo