Customizing a domain-specific LLM to power intelligent search and knowledge discovery across scientific datasets.
We’ve helped NewMathData build a data-first platform focused on enabling scientific and mathematical research teams to discover, interact with, and extract value from massive, complex datasets. The company needed a tailored LLM solution to support advanced semantic search, data summarization, and conversational interfaces for non-technical users.
Weeks to launch from client brief
to MVP
Off-the-shelf LLMs lack the contextual understanding necessary to interpret highly specialized scientific data. NewMathData needed a custom implementation that could:
The solution needed to be secure, scalable, and built on reliable cloud infrastructure suitable for enterprise and research-grade environments.
We partnered with NewMathData to scope, deploy, and fine-tune a domain-specific LLM using AWS Bedrock, Amazon’s secure and scalable platform for foundation model deployment.
Our approach included:
AI-powered internal analytics platform for enhanced decision-making
Empowering developers to integrate AI into real-world software development workflows.
Customizing a domain-specific LLM to power intelligent search and knowledge discovery across scientific datasets.
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