Climind – Product Overview
Climind is Asia’s first AI platform dedicated to climate intelligence for business. Our modular stack provides ESG and climate‑data solutions that can be integrated individually or as a full suite.
Product Modules
- Climind Ask
An AI assistant that delivers source‑linked answers to ESG and climate questions in seconds.
Who it serves: ESG analysts, compliance teams, corporate sustainability officers
Key capabilities
Retrieval‑augmented generation (RAG) over 50 M+ vetted climate documents
Inline citations for every data point
Multilingual support (EN‑ZH‑AR)
- Tiangong LCA Data API
A RESTful interface to the world’s largest open Chinese life‑cycle‑assessment database, harmonised with global ecoinvent and GaBi schemas.
20 K process datasets normalised to ISO 14040/44
Daily updates with provenance metadata
Granular regional factors for scope‑3 calculations
- Climind Read
Automated document parser that extracts numeric disclosures and table data from PDFs with ≥95 % accuracy.
Handles reports up to 300 pages within 5 minutes
Outputs structured JSON/CSV plus contextual citation
Deployable on‑prem or via secure cloud
- Climind Agent
A no‑code workflow engine that chains specialised AI agents for complex sustainability tasks:
Agent
Purpose
Policy Mapper
Maps company disclosures to TCFD, GRI, SASB, CSRD taxonomies
Risk Screener
Runs scenario analysis on transition & physical climate risks
KPI Calculator
Generates bespoke ESG KPI dashboards from raw client data
Architecture Snapshot
Data Layer: Tiangong Sustainability DB (52 M vectors) + external ESG feeds
LLM Layer: Fine‑tuned GPT‑4‑o with domain adapters
Orchestration: LangChain + FastAPI micro‑services
Security: SOC 2‑ready pipeline, full audit trail & role‑based access
Technology Advantage
Vertical Knowledge Graph lowers hallucinations by 40 % compared to base GPT‑4
Parameter‑efficient tuning delivers 2× faster inference on commodity GPUs
Daily delta‑ingest keeps regulatory datasets evergreen
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