
Elio.Earth / AI & Product Engineering
An AI MVP for validating sustainability claims
Nimble built an MVP that extracts, classifies and interprets pharmaceutical sustainability claims with a custom LLM pipeline.
- AI / Agentic Software Delivery
- Product & Software Engineering
About Elio.Earth
Elio.Earth is an AI-powered platform focused on advancing sustainable drug manufacturing by analyzing and validating environmental commitments within the pharmaceutical industry.
Visit Elio.Earth(opens in a new tab)The Challenge
Elio.Earth needed a technical partner to design and implement an end-to-end system for real-time data extraction and AI-driven classification. Without internal AI and data engineering resources, it needed a team to build both the intelligence layer and the supporting infrastructure for a production-ready MVP.
What Nimble Delivered
- AI system design and LLM-based classification
- Web scraping and document processing pipeline
- Custom NLP workflows for claim validation
- Front-end web portal development
- End-to-end product strategy and execution
Results
Nimble.LA delivered a functional MVP that processes public sustainability statements in real time, classifies claims using a custom LLM pipeline and presents insights through a web portal. The platform helped Elio.Earth secure early customers, validate its product vision and close its seed funding round.

