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

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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