CLIMATE TECH × AI

    AI Solutions for ESG & Sustainability

    We build AI systems that make sense of ESG data — from analyzing thousands of sustainability reports to extracting carbon metrics and scoring companies on climate performance. Built for ESG analysts, investors, and compliance teams.

    2+
    ESG Projects Delivered
    100K+
    Documents Processed
    70+
    AI Products Shipped

    What We Build for ESG

    AI tools purpose-built for the complexities of ESG data and sustainability reporting.

    ESG Document Search & Analysis

    RAG-powered search across sustainability reports, CDP disclosures, and regulatory filings. Ask questions in natural language, get answers with source citations.

    Carbon Data Extraction

    AI reads annual reports, sustainability disclosures, and regulatory documents to extract carbon emission data, targets, and progress metrics automatically.

    ESG Scoring & Rating

    Custom AI models that score companies on environmental, social, and governance criteria based on your methodology and data sources.

    Regulatory Compliance Tools

    AI monitors changes in ESG regulations (EU Taxonomy, SFDR, CSRD) and flags compliance gaps in your reporting.

    Climate Risk Analytics

    AI analyzes physical and transition risks across portfolios, geographies, and sectors using climate scenario modeling.

    MCP Integration for AI Assistants

    Connect your ESG data to Claude, ChatGPT, and other AI assistants via Model Context Protocol. Let analysts query your data from their favorite tools.

    Who We Work With

    ESG Data Providers
    Climate Tech Startups
    Asset Managers
    Sustainability Consultancies
    Carbon Markets
    Impact Investors

    Case Study

    NDA — Name withheld

    We built an AI-powered ESG search platform that analyzes thousands of sustainability reports and carbon disclosures. The system uses RAG with vector search to deliver accurate, source-cited answers to complex ESG questions. Users can search across multiple document types, compare companies on sustainability metrics, and generate custom reports — all through a natural language interface.

    Thousands of ESG documents indexed Semantic search with source citations Multi-format report generation

    How We Work With ESG Companies

    01

    Discovery

    We learn your ESG data sources, frameworks, compliance requirements, and analyst workflows

    02

    Architecture

    Design the RAG pipeline, data ingestion, and AI models around your specific ESG methodology

    03

    Build

    Ship iteratively with real ESG documents, validating accuracy and citation quality at every step

    04

    Launch & Scale

    Go live with monitoring, expand data coverage, and iterate on model accuracy

    Our ESG Tech Stack

    Python
    FastAPI
    LangChain
    FAISS
    Pinecone
    OpenAI GPT-4
    Claude
    React
    Supabase
    MCP SDK
    PDF Processing
    OCR

    Why ESG Companies Choose Us

    Experience building RAG systems specifically for ESG document analysis
    Understanding of ESG data structures (CDP, GRI, SASB, TCFD frameworks)
    Production-grade AI that handles messy real-world sustainability data
    MCP integration for next-gen AI assistant connectivity
    Fast delivery: working prototype in 2-3 weeks
    "
    SaaS 5 months US

    "Thanks to Ilya and his team I am now in a position to take my AI driven SaaS platform to market here in the US. Ilya led the work as the AI solutions architect and AI developer, taking ownership of the overall architecture and delivery. He helped implement the core product on a R…"

    ReliableCollaborativeCommitted to Quality
    JK

    Jake

    Founder & CEO, AI SaaS Platform

    $57,000

    Upwork
    "
    HR Tech 10 months Australia

    "Ilya and his team did an excellent job building our AI SaaS HR system. They delivered the UI/UX design, an Angular frontend, a Python / FastAPI backend, and an AI layer that supports workforce management. Ilya set up integrations with our HR data via open APIs and enabled real-ti…"

    ReliableCommitted to QualityClear Communicator
    ER

    Erica

    Product Owner, WorkForceIQ

    $41,000

    Upwork
    "
    PropTech 6 weeks Australia

    "Thanks to Ilya for developing the PoC of my AI-powered SaaS. Even at this stage, he proved himself as an excellent AI Engineer and Full-Stack Developer, proposed a clean UX design, and built a solid backend with Python and FastAPI and a frontend with React and Next.js. I'll be gl…"

    Committed to QualityCollaborative
    DM

    Dmitry

    Founder & CEO, AidTrade.ai

    $8,400

    Upwork
    "
    ESG / Sustainability 9 months Germany

    "Ilya played a key role in turning our idea into a fully functioning AI-powered SaaS platform for ESG and sustainability professionals. We started with a set of Python-based algorithms, and he helped us build out the complete platform. As an AI Engineer and Full-Stack Developer, h…"

    Solution Oriented
    JM

    James

    Founder & CEO, GreenSearch.ai

    $31,220

    Upwork

    Frequently Asked Questions

    Ready to Build AI for ESG?

    Let's discuss how AI can transform your ESG data workflows.

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