AI, done properly
AI that your auditor will actually accept
neoeco's classifier processes hundreds of thousands of ledger transactions in minutes, matching each one to the correct emission factor. But every output is reviewable, explainable, and must be approved by your team before it enters a report. No black boxes.
What the AI does
Fast, specific, transparent
Intelligent classification
The model reads purchase descriptions, supplier names, GL account codes, and context. Classifies to Scope 1/2/3 and the correct Scope 3 category.
Factor matching
Automatic mapping to verified emission factors from DEFRA, IEA, EPA, EXIOBASE, and IPCC. Full provenance on every factor used.
Explainable reasoning
Every match shows why — which signals drove the classification, which factor was applied, the confidence level.
Human-in-the-loop
Your team reviews, challenges, and approves. Low-confidence matches are routed to a reviewer queue. Overrides teach the system.
Confidence scoring
Auto-approve the obvious. Route the rest.
Every match is scored. High-confidence matches flow through to the inventory. Medium- and low-confidence matches are routed to your review queue with a suggested classification, rationale, and one-click approve / override / reject.
Clear supplier and category match. Auto-approved, tracked in the audit log, reviewable at any time.
Ambiguous vendor or spend category. Routed to reviewer with suggested match plus rationale.
Outliers, unknown vendors, or unusual amounts. Always manual review before acceptance.
Your data stays yours
Trained on the field, not on your ledger
The classifier is trained on anonymised, licensed data — emission-factor corpora, UN CPC / NACE / SIC mappings, public supplier records. Your ledger data is never used to train cross-customer models. Your overrides fine-tune your own workspace only.
- No cross-customer training — your data stays in your tenant
- Models versioned per reporting period — period-locked once approved
- SOC 2 Type II and GDPR compliant end-to-end
- Emission factor library versioned and auditable
- Every model-driven decision logged and reviewable
See it with your data
Run the AI on your ledger in a demo
We'll connect a sandbox to your accounting system and show you every match, every score, every factor. Live.