Welcome

Accelerate enterprise AI - Empower the modern data stack, tapping the value of unstructured data — Accelerate enterprise AI – Empower the modern data stack, tapping the value of unstructured data

Instill Core is a modular, full-stack AI infrastructure platform that helps you turn unstructured data into AI-ready knowledge. Whether you're building pipelines, deploying models, or enabling Retrieval-Augmented Generation (RAG), Instill Core accelerates development and deployment across your AI stack.

Instill Core is available in two editions:

Instill Core CE – the open-source, self-hosted Community Edition
Instill Core (EE) – the fully managed Enterprise Edition (EE), deployed on the cloud with built-in scalability, reliability, and operational support

Both share the same architectural foundation, empowering teams to orchestrate data, pipelines, and models with flexibility and control.

Core Concepts

Pipeline – Build complex AI workflows to process unstructured data.
Component – Modular units used to compose pipelines and extend functionality.
Artifact – Parse and transform documents into AI-ready Catalogs for RAG use cases.
Model – Serve and monitor AI models with MLOps/LLMOps capabilities.

Key Features

Orchestrate unstructured data pipelines with a no-code UI or APIs
Drag-and-drop builder and SDKs for fast iteration
Real-time (SYNC) and async (ASYNC) pipeline execution
Serve and monitor models with standard outputs
Built-in components connecting to data sources and third-party tools
Designed for cloud, private cloud, or on-prem environments

How to Use Instill Core

You can access Instill Core through:

Learn More

Star us on GitHub
Read the Instill AI Blog
Visit the website for more details

Get Support

Join our community on Discord: Ask questions, share feedback, or showcase your projects

Start by introducing yourself in the #introduce-yourself channel and selecting a role in #welcome
Seek answers to your queries in our #ask-for-help channel
Provide valuable feedback in the #feedback channel
Showcase your exciting projects in the #show-your-work channel

Made by Instill AI

Instill AI is on a mission to make AI highly accessible to everyone. We've been hard at work developing tools that simplify the process of unlocking value from unstructured data across all layers of the modern data stack. This means that organizations of all sizes can benefit from our endeavours. For a deeper dive into our vision, check out our blog post on Why Instill AI exists.