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成功案例

Generative AI-Powered Recommendation Engine for Matching Decarbonization Actions with Service Providers

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Many businesses, particularly SMEs, face challenges turning ESG insights into tangible action. While digital platforms offer performance tracking and AI-generated recommendations, identifying the right service providers to support decarbonization efforts remains a major hurdle.

Ekimetrics set out to build a Generative AI-powered recommendation engine that connects businesses with relevant service providers, helping them move from strategy to execution with greater ease.

40+ service categories identified
identified across key sustainability domains
100+ providers onboarded
and matched to relevant decarbonization needs
85% less time
and manual effort required to find suitable implementation partners
项目实践

解决方案

01

客户挑战

  • A clear disconnect between decarbonization recommendations and the service providers needed to act on them
  • Finding relevant providers wasn’t intuitive and often required users to search outside the platform
  • Without a streamlined path to execution, many companies had low motivation to begin their decarbonization journey
02

解决方案

  • Developed a GenAI-powered recommendation engine to match businesses with the most relevant service providers based on their selected decarbonization actions
  • Applied AI techniques to analyze both business needs and provider capabilities, ensuring targeted and meaningful recommendations
  • Enabled direct access to a curated network of over 100 verified providers across key sectors, making it easier for companies to move from strategy to execution
03

项目成果

  • Relevant, data-driven recommendations enabled precise matching between decarbonization actions and suitable service providers
  • Frictionless service access allowed businesses to discover and engage providers with a single click, accelerating the move from insights to implementation
  • Growing ecosystem with 100+ providers onboarded, laying the foundation for a scalable sustainability marketplace

    

Challenge

Our approach

Outcome

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