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Vector Databases

The infrastructure behind every AI knowledge system.

Mirflow designs and manages the vector database infrastructure that powers semantic search, RAG, and recommendation systems at production scale.

<100ms

average retrieval latency

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

Why it matters

The business case

Search and retrieval quality determines whether an AI system feels magical or useless. Proper vector infrastructure is the foundation of reliable AI applications.

Where this shows up

  • Power semantic search across large document sets
  • Enable similarity-based product or content recommendations
  • Support multi-tenant RAG applications securely
  • Scale retrieval infrastructure as data volume grows
How it works

From setup to running system

01

Architect

We design a schema suited to your data and query patterns.

02

Embed

Content is converted into vector representations.

03

Index

Vectors are indexed for fast, accurate retrieval.

04

Scale

Infrastructure is monitored and scaled with usage.

Built for

Industries this serves well

Choose your next step

Turn vector databases 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 Vector Databases to work?

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