Product 1: RAG Prep Cloud / AI Data Pipeline Platform

Prepare your company data for AI search.

Upload files or crawl websites. RAG Prep Cloud extracts, cleans, chunks, embeds, and hosts searchable knowledge bases for LLM and RAG pipelines.

$5+

crawler entry plan

BYOK

or managed AI credits

API

search-ready pipeline

Pipeline Preview

Project: Company Knowledge Base

Ready
1

Upload files or crawl websites

2

Extract and normalize text

3

Chunk content for retrieval

4

Create embeddings

5

Store vectors and metadata

6

Search through dashboard or API

Workflow

From raw documents and crawled pages to RAG-ready search.

Step 1

Upload files or crawl websites

Step 2

Extract and normalize text

Step 3

Chunk content for retrieval

Step 4

Create embeddings

Step 5

Store vectors and metadata

Step 6

Search through dashboard or API

Pricing

Start with crawling. Upgrade into RAG.

Crawler only

Hobby

Lightweight crawler access for small research jobs.

$5

/month

1,000 pages/month

  • Web crawler access
  • Export crawled data
  • Basic crawl history

Research

Crawler-only plan for heavier website collection.

$15

/month

Unlimited pages

  • Unlimited crawled pages
  • Multiple projects
  • Export workflows

RAG + ETL services

Small Business

Upload, clean, chunk, embed, and search business knowledge.

$25

/month

RAG + ETL starter

  • Crawler included
  • Document uploads
  • Hosted vector search
  • API access

Enterprise

For teams that need scale, connectors, and operational controls.

$100

/month

Higher limits

  • Unlimited direction
  • ETL pipeline support
  • Future Snowflake connector
  • Team controls

Crawler add-on

Crawl websites, collect pages, and export cleaned content or push it into a hosted RAG project.

BYOK or managed AI

Technical customers can bring provider keys. Simpler customers can use managed AI credits with limits.

API-ready search

Host chunks, vectors, and metadata so customers can search from the dashboard or external apps.