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RAG

Knowledge Engine (RAG)

The answers exist — in a PDF, an old database and somebody's head.

We take your documents, price lists, policies, past jobs and the legacy database nobody can query any more, and turn them into a vector knowledge base. Every agent retrieves from it before answering, so replies are grounded in your facts and cite where they came from.

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How it runs

Step by step, end to end

  1. 01We collect your documents, price lists, policies and FAQs
  2. 02Your legacy database or export is assessed and mapped
  3. 03Content is cleaned, chunked and embedded into a vector store
  4. 04Access rules set — internal-only material stays internal
  5. 05Retrieval tested against the questions you actually get asked
  6. 06Agents connected: they retrieve before they answer
  7. 07Answers carry sources so you can audit any of them
  8. 08Scheduled refresh as prices and policies change

What is included

  • Ingestion of documents, PDFs, sheets and web content
  • Migration of your legacy or old database into the knowledge layer
  • Chunking and embedding tuned to your content
  • Retrieval before generation — the agent quotes you, not the internet
  • Source attribution on answers so you can audit them
  • Refresh on a schedule as your prices and policies change
  • Access rules so an agent never surfaces internal-only material
  • Internal search for your own staff on the same index

Built on

Vector databaseEmbeddingsLegacy DB ingestionOpenAIAccess controls

Outcome: Agents that answer like your best employee.

The one-pager

The same thing, on one page

What we send when somebody asks for something to show a business partner. No detail here that is not on this page already.

Turn scattered knowledge into answers you can trust: documents, PDFs, price lists, policies and a legacy database go into a vector knowledge base, and the agent answers with its sources cited.
Where it sits

Which package includes this

Starter

One agent live

$1,000 – $2,000

$500 – $800 / mo

Growth

Voice + chat, one brain

$2,000 – $4,000

$800 – $1,200 / mo

Pro

Agent suite + custom CRM

from $4,000

$1,000 – $1,500 / mo

Scale

Full AI operations

from $6,000

from $1,500 / mo

Compare the packages properly →
Also

The rest of the platform

Ready to scale?

Find out what your business should hand to an agent

Thirty minutes. We map how work moves through your business today, and tell you which parts an AI agent should be doing and which should stay human — whether or not you hire us.