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RAG Systems

Answers grounded in your own data, never hallucinated.

Mirflow builds retrieval-augmented generation systems that ground AI responses in your proprietary documents, ensuring accurate, citable answers instead of generic AI guesses.

94%

answer accuracy vs. source docs

Planning benchmark from a modeled workflow—not a verified Mirflow customer result.

Why it matters

The business case

Generic AI models don't know your business. RAG systems combine the reasoning of large language models with the accuracy of your verified internal data.

Where this shows up

  • Ground customer support answers in product docs
  • Power internal Q&A over policy and compliance documents
  • Enable analysts to query proprietary research
  • Build domain-specific assistants for regulated industries
How it works

From setup to running system

01

Ingest

Documents are chunked and embedded into a vector index.

02

Retrieve

Relevant passages are retrieved for each query in real time.

03

Generate

The model answers using only retrieved, verified context.

04

Cite

Every answer includes a citation back to the source.

Choose your next step

Turn rag systems into a scoped system—not another sales call

See the package, requirements, and price path before sharing your information. A call is optional, not the only way forward.

Standard launch

Purchase a focused system

Best when you need one lead source connected to instant follow-up, qualification, booking, and CRM updates.

  • From $199/month
  • $500 setup
  • 24-hour target after access
View plans

Custom scope

Describe your exact workflow

Best for voice AI, multiple locations, unusual business rules, higher volume, or several connected systems.

  • Detailed intake
  • Tailored architecture
  • Fixed quote before kickoff
Get a custom quote

Evaluate first

Model the opportunity

Use our planning tools and modeled scenarios to estimate time saved, response coverage, and possible payback.

  • No invented customer claims
  • Transparent assumptions
  • Replace with verified data later
Explore resources

Your next operating system

Ready to put RAG Systems to work?

Submit your current process and tools. We'll return a tailored scope, required access, launch timing, and price.