01
The proof is scattered.
Utility bills, fuel invoices, supplier PDFs, spreadsheets, facility records, and WhatsApp files sit across teams and formats.
The first mile
Carbon tools assume clean data exists. It usually doesn’t.
02
The gaps are invisible.
Wrong period, missing facility, duplicate document, supplier non-response, unknown factor assumption — all hidden until review.
03
The deadline is real.
NSRF / IFRS S1 & S2, EU CBAM, customer Scope 3, carbon-credit MRV, and assurance preparation all converge before carbon pricing is settled.
What Sauro handles
Messy files in. Evidence pack out.
Start with the evidence inbox. Sauro maps source files, checks the gaps, calculates emissions row by row, and packages both the register and the report for review.
01 Sources in
Messy source files
PDF
TNB billPeriod, facility, and kWh buried in invoices.
IMG
Fuel receiptsLitres, date, and entity need extraction.
XLS
Supplier PCFBoundary and factor source need review.
CSV
Activity ledgerStructured, but not mapped to frameworks.
MRV
Project evidenceVerifier queries and registry proof stay linked.
Evidence Pack
Spreadsheet register + carbon emissions report
review_pack.zip
AI-native operations
AI handles the repeatable work. Reviewers stay in control.
Agents read files, extract activity data, match entities and facilities, calculate emissions, draft follow-ups, and assemble the pack with traceable source links.
AI
Classify and extract
PDFs, images, spreadsheets, and ledgers become structured evidence fields.
AUTO
AI
Match and calculate
Entity, facility, period, activity data, factors, and tCO2e are checked row by row.
TRACE
AI
Draft and chase
Gap lists, owner follow-ups, and supplier clarification drafts come from the evidence state.
DRAFT
AI
Pack and explain
The register, carbon report, review notes, and source links update together.
REVIEW
A controlled close process, not a spreadsheet hunt.
The workflow is AI-assisted end to end: request, validate, chase, review, export.
01
Collect
Turn reporting needs into evidence requests for facility owners, finance, procurement, and suppliers.
02
Check
Match period, entity, facility, required fields, duplicate status, and source provenance.
03
Chase
Keep owners moving with clear gap lists, follow-up drafts, and review queues.
04
Package
Assemble the register, carbon report, source links, and reviewer notes into one pack.
AI-native services
Use AI to turn messy carbon files into repeatable evidence packs.
First-time preparers
Evidence Cleanup Sprint
For sustainability and finance teams preparing their first serious climate close.
Supplier data
Supplier PCF Campaign
For companies pulling Scope 3 and product-carbon data from Malaysian and ASEAN suppliers.
Export exposure
CBAM Readiness Pack
For exporters that need embedded-emissions proof before EU buyers ask again.
Carbon projects
Carbon Credit Evidence Pack
For projects and credits that need measured, verified, traceable proof for MRV and registry review.
Sauro
Register your interest and we will follow up when Sauro opens the next evidence sprint.