AI technology supporting a sustainable future

Enterprise AI Project Showcase

Enterprise ESG Copilot

Turn enterprise sustainability knowledge into faster, reviewable customer responses.

  • AI-powered ESG answers
  • Sales and Sustainability collaboration
  • From questionnaire to final delivery
Explore Demo →

Product Overview

One Platform. Smarter ESG Responses.

Six core capabilities for faster, more accurate and traceable ESG responses.

  • Smart Questionnaire Parsing

    Reads Excel questionnaires and detects question types, required items and dependencies. Chinese and English today, more languages planned.

  • ESG Knowledge Base

    Import sustainability reports, capture web content and maintain company facts as the grounds for AI answers.

  • AI Answers with Confidence

    Generates answers with page references, labelled as answered, low confidence or unanswerable.

  • Exception-first Review

    Reviewers focus on the questions AI is unsure about, filtered by E, S or G.

  • Excel Write-back

    Writes answers back into the original questionnaire format, ready to return to the customer.

  • Instant Notifications

    Email and Slack alert the sustainability team on new requests, and sales when the work is done.

How It Works

From Questionnaire to Delivery

AI automation, enterprise notifications, human verification and delivery — with human answers feeding back into the knowledge base.

  1. STEP 01

    Questionnaire Upload

    Sales uploads a customer ESG questionnaire and creates a new request.

  2. STEP 02

    AI-Powered Processing

    AI Agent uses the RAG knowledge base to generate answers and classify question status.

  3. STEP 03

    Notify Sustainability

    Email and Slack alert the sustainability team that a new request is waiting.

  4. STEP 04

    Human Review

    ESG specialists review and edit answers, focusing on the questions AI was unsure about.

  5. STEP 05

    Final Delivery

    Generate the final Excel questionnaire and deliver it to the requesting Sales.

  6. STEP 06

    Continuous Improvement

    Human answers feed back into the knowledge base, so the next answer is better.

    Back to STEP 02 AI-Powered Processing

Questionnaire submission sends a real email to Sales and a Slack notification; AI results currently use prepared ESG samples.