USE CASES

Discover everything you can do with Visionarist

From predictive analytics to intelligent search, Visionarist empowers modern teams to deploy powerful open-source AI and data tools—on their own cloud, without technical complexity.

Whether you’re in retail, healthcare, finance, logistics or SaaS, our plug-and-play templates help you move fast, stay in control, and scale effortlessly.

WHAT CAN I DO WITH VISIONARIST

Explore our most popular use cases

Visionarist helps modern teams deploy the best open-source AI and data tools on their own cloud—without DevOps, without complex setup, and without waiting on engineering.

Explore real-world use cases across industries: from churn prediction and RAG assistants to fraud detection, forecasting, and intelligent search. All deployed in one click, fully yours.

Intelligent search (RAG, chat with docs)

Turn your internal knowledge into a private ChatGPT.

Let your teams ask questions in natural language across:

Contracts, HR policies, compliance docs
Product documentation and wikis
Customer support knowledge bases

💜 Ideal for: legal teams, support teams, HR departments, internal training

Modern data stack

Don’t waste 3 months setting up a modern data stack. We’ve already done it.

Spin up the modern open-source stack:

ELT with Airbyte
Modeling with dbt
BI with Superset
Optional LLM/ML layer

💜 Ideal for: startups, technical founders who want to move fast, SMBs who don’t have any data team

Smart document analysis

Extract meaning from large volumes of documents in seconds.

Use NLP pipelines to:

Classify documents
Extract key fields
Summarize and cluster similar content

💜 Ideal for: B2B SaaS, subscription services, growth teams

Visionarist eliminates the infrastructure barrier, letting you deploy real-world use cases—powered by open-source—without DevOps or vendor lock-in.

Sovereignty and security, stay compliant with all regulatory requirements

Cloud agnostic

Unlike traditional SaaS solutions that lock you into their infrastructure, Visionarist is cloud-agnostic.

Deploy everything you need on your prefered cloud, or even your own on-premise servers. You maintain full control, ensuring that your data stays exactly where you want it—always.

Compliant with data protection standards

Regulatory compliance isn’t optional—it’s mandatory.

Visionarist is built to help you meet the highest standards of data protection, ensuring that your infrastructure is fully aligned with all regulations.

What our customer say

"Our knowledge base was a mess — scattered across Notion, Confluence, and Google Drive. Our support team was drowning in repetitive questions. With Visionarist, I deployed Khoj on our own cloud in minutes. Now we have an internal RAG assistant that understands our domain language, indexes our content, and replies instantly. No engineers needed.

We needed to test RAG prototypes on top of our own models, but couldn’t afford to spend weeks on infra. With Visionarist, we launched a custom RAG stack on our infrastructure in less than an hour. It’s now our go-to playground for AI experimentation. And best of all, our data never leaves our environment."

"I was wasting time maintaining half-broken containers and patching dependency issues. Visionarist got us out of that loop. Today, I click, configure, and launch a stable, documented data stack, without touching Kubernetes. It’s real open-source, just with actual usability layered on top. And that changes everything."

Get started with Visionarist now

Visionarist gives you the power of a senior data team—without the overhead.

Use cases