AI-Powered Knowledge Graph Platform for Semantic Discovery
Case Study: Semgraph
Melt Studio partnered with Semgraph to develop an advanced AI-powered knowledge graph platform that integrates data from multiple APIs and web sources to generate meaningful semantic networks. The system empowers users with enhanced information retrieval, relation extraction, and intelligent graph visualization—turning raw data into actionable insights through sophisticated NLP and backend engineering.
THE CHALLENGE
Designing a Modular, Scalable NLP Graph Platform
Semgraph aimed to construct a flexible platform capable of collecting, analyzing, and visually representing data across domains using natural language processing and advanced graph analytics. It needed a technical partner to implement robust data pipelines, integrate AI models, and enable real-time semantic graph creation.
INITIAL STATE
OUR SOLUTION
A Full-Stack, AI-Powered Pipeline for Semantic Intelligence
Requirements
Simplification
We structured Semgraph as a modular system with specialized components for data fetching, NLP processing, and entity graph modeling. Each component was tailored to handle specific tasks like entity recognition, summarization, and relationship mapping—simplifying integration and boosting clarity.
Application
Building
Melt Studio developed the platform using React for the frontend and Node.js with NestJS on the backend. We incorporated BERT-based summarizers, Spacy for NER, and neural models for relation extraction. The system was deployed with containerization and CI/CD using ArgoCD.
Prototype
Release
The platform reached a production-ready prototype featuring entity linking, source traceability, graph visualization, and AI summarization. While still under development when archived, the Semgraph prototype demonstrated robust NLP-driven data transformation.
DELIVER STATE
CUSTOMER FEEDBACK
High Quality and Technical Innovation Recognized
The client reported a high level of satisfaction with the platform’s reliability, usability, and innovation. While the project concluded early, Semgraph's architecture, model integration, and frontend/backend collaboration set a high bar for semantic AI platforms.
Trusted by Startups Across the U.S.
We have delivered products for startups from Anchorage to New York.
Dustin Conrad
Returns On Demand
I feel like our team at Melt is part of our company not just another outsourced service, they are committed to helping us be successful.
January 23, 2025
Sebastien Gouin-Davis
Amatis
let me know if i can support, but i have no skin in the game.
also, if you were to bless it, i could post it (so that it's not coming from you guys) and just say something like
"These are people that I've worked with for 5 years and have become good friends with. They are doing this radical thing and it seemed like the kind of thing that could help this community. I asked Michael to bless me posting this, but this is unrelated to Establish.
I am also happy to hop on a call or slack with anyone who might be interested but looking for references or even just guidance on app development side."
but also you can just say "naw, it muddies the waters" and I'll shut up 😛
I may just have him do a talk for everyone
Sounds really great
oh that would be really cool
He has a great deck about how it's better to go to the grocery store and buy buns and tomatoes and lettuce to make burgers, and focus your energy on the "secret sauce" - where most startups spend all their time becoming tomato farmers.
February 3, 2025
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