A manufacturer · PCF factors
Challenge
Engineers spend hours looking up factors; updates are slow.
AMT solution
AI factor matching auto-recommends the best factor.
- 90%+ factor matching automated
- Updates: monthly → weekly
Carbon Intelligence Platform
AI Enablement · LLM + RAG + Agent across the whole matrix
Factor matching / document extraction / report writing / compliance Q&A
Across all productsTraceable · explainableWith product + on-premise
AI capabilities embedded for leading clients across products (anonymized)
Factors 90%+
auto
Extract 95%+
structured
app.amt.com · AI
AI architecture
Agent4-scenario orchestration
RAGregulation / private KB
LLMon-premise optional
My product’s CBAM tariff?
≈ €182k actual, 34% below default →
Built on LLM + RAG + Agent: factor matching, document extraction, report writing and compliance Q&A — embedded across the matrix, deployable on-premise, with traceable, explainable outputs.
4 Intelligent Scenarios
Turn expert know-how into reusable AI capabilities
Factor matching
Auto-match activity data to best factors (national / IPCC / industry), 90%+ hit rate.
Document extraction
Auto-extract & structure supplier PDFs / Excel / emails into the database.
Report writing
Auto-draft ESG / inventory / reduction reports to cut manual writing.
Compliance Q&A
9-regulation KB + RAG to answer concrete questions like “what’s my CBAM tariff?”.
Customer Scenarios
AI productivity in accounting / collection / reporting (anonymized)
An exporter · supplier PDFs
Challenge
Supplier docs vary widely; manual entry is slow and error-prone.
AMT solution
AI extraction auto-structures into the DB + human review.
- Extraction accuracy 95%+
- Ingest: days → minutes
A listed company · ESG writing
Challenge
ESG report writing is slow; multi-framework versions add effort.
AMT solution
AI drafts reports + auto-generates multi-framework versions.
- Drafts: monthly → days
- Team focuses on review
AI Architecture
LLM → RAG → Agent → embedded everywhere
01
Foundation LLM
Foundation models, on-premise optional
02
RAG layer
Industry / regulation / private KBs
03
Agent layer
Orchestration of the 4 scenarios
04
Embedded
Across the L1-L4 matrix
Business Model
Bundled with products or deployed on-premise
On-premise
Private AI
Large / data-sensitive: private deployment + fine-tuning + custom KBs.
Compliance & Security
- ISO 27001 ISMS certified
- CAC cross-border data filing / SCC
- Aligned with Shanghai FTZ negative list
- Trusted Data Space — collaborate without exposing raw data
Related Products
Carbon Footprint Management
Factor matching
ESG Management Platform
Report writing
Carbon-Link
Document extraction
Carbon Hub Management
Unified data foundation
Applicable Regulations
Indirectly boosts compliance efficiency across all 9 regulations