Cirkula amplifies its impact with AI on AWS
Location
Lima, Peru
Industry
RetailSolution
Generative AITechnology(ies)
Amazon Bedrock, Lambda
Company
Cirkula, a Peruvian responsible consumption platform that enables restaurants, stores, and distributors to sell food surpluses at reduced prices. With each purchase, users help prevent waste and reduce CO₂ emissions.
Every saved product is a data point telling its story
Challenge
More than 10% of products uploaded by suppliers did not include weight data. This was common in categories such as pastries, prepared dishes, or fresh products, where there is no clear standardization.
Our proposal
Develop a generative AI-based agent on AWS that automatically estimates the weight of products published on Cirkula, using advanced techniques such as prompt chaining. This enables catalog enrichment in seconds, improved environmental metrics, and a better experience for both suppliers and strategic partners.
Implementation process
In just two months, the project moved agilely through four strategic phases.
Phase 1: Discovery and design
Gap detection, linguistic pattern analysis, pipeline definition, and validation with the Cirkula team.
Phase 2: MVP Development
Training with real data, implementation of step-by-step inference logic, and category-specific adjustments.
Phase 3: Testing and refinement
Inference comparison, manual review, error correction logic, and continuous team feedback.
Phase 4: Launch
Full system automation, monitoring dashboard, alert activation, and support documentation.
Cirkula
- 100% automated catalog without manual workload.
- Real accuracy in sustainability metrics.
- Solid foundation to scale and innovate.
- Positioning as a Tech + ESG Startup.
- Time savings and better user experience.
Suppliers and partners
- Auditable and reliable data for ESG reports.
- Frictionless publishing ease.
- Visible environmental impact of each product.
Testimonials
Michelle Gomberoff CEO & Co-Founder of Cirkula
"Our goal is to accurately measure the positive impact we generate. This agent allowed us to close a key information gap."
Cirkula Operations Team
"The system understands our suppliers' language. It has saved us a tremendous amount of time."
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