Live demo · Assistant

Retrieval-augmented Generation (RAG)

AI answers grounded in your documents, policies and product records, with sources.

Try it: Retrieval-augmented Generation prototype

Add your business name and colour, click around, then reset whenever you like. It runs entirely in your browser with sample data.

Customise
Interactive prototype with sample data. Your changes are kept in this browser only; nothing is saved to a server or sent to anyone. Open "Demo settings" inside the demo to change stages, products, prices, roles and rules.
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What this demo shows

  • Answers only from the knowledge you can edit
  • Shows the source it used
  • Hands over to a person when unsure
  • Lead qualification (sales preset)

Added in the full build for your business

  • An AI model with retrieval over your documents
  • WhatsApp, website and Instagram channels
  • CRM, order and booking integrations
  • Guardrails, logging and human hand-off

Overview

What it does

AI answers grounded in your documents, policies and product records, with sources.

Who needs it

Companies that need accurate answers from their own information.

Problems it solves

  • Generic AI makes things up
  • Answers can't be traced to a source

Use cases

  1. AI answers come from your own documents with sources shown.
  2. Policies and product records stay the single source of truth.
  3. Answers update when documents change.

Key features

  • Answers from company documents
  • Policies, product records and knowledge bases
  • Source references where possible

Possible integrations

  • Your existing app or website
  • Company documents and databases
  • Authorised APIs and webhooks
  • Logging and monitoring

Business benefits

  • AI added where it helps, without rebuilding your software
  • Answers grounded in your own data
  • Controls, logs and approvals built in

Before and after

An illustrative example of the change, not a specific client's result.

Before

A chatbot that guesses.

After

Answers grounded in your documents with links to the source.

How we'd build yours

  1. Step 1

    Free strategy call

    We learn how your business works and what success looks like.

  2. Step 2

    Scope & prototype

    We agree the first version and show you a clickable prototype.

  3. Step 3

    Build & integrate

    We build it with your branding, data and the tools you already use.

  4. Step 4

    Launch & train

    We test on real devices, launch, and show your team how to use it.

  5. Step 5

    Support & improve

    Monthly improvements based on usage and results.

Questions

What does a Retrieval-augmented Generation do?

AI answers grounded in your documents, policies and product records, with sources. Typical features include answers from company documents, policies, product records and knowledge bases, source references where possible.

Who is it for?

Companies that need accurate answers from their own information.

Is the demo on this page the finished product?

No. It's a working prototype with sample data so you can try the assistant and customise it. The version we build for you uses your own data, branding, logins and integrations.

How long does it take to build?

It depends on the scope. We start with a short discovery, agree the first version (MVP), and give you a fixed timeline and quote before any build starts.

How much does it cost?

Our published monthly plans start at $99/month (Starter). One-off builds like this are quoted after a free strategy call, so you only pay for the features you need.

Is the AI safe to use with customers?

We limit the AI to your approved information, log every conversation or action, add human approval for anything sensitive, and set usage limits. Outputs that affect money, legal, HR or health decisions are reviewed by a qualified person.

Can it connect to the tools I already use?

Usually, yes. Common connections include WhatsApp, email, payments, your CRM. We confirm what's possible for your tools during discovery.

Related solutions

Ask about a Retrieval-augmented Generation for your business

Leave your details and Emmanuel will get back to you on WhatsApp or email.

Want this for your business?

Tell us what you need. You'll get a clear scope, timeline and quote, and a prototype built around your business.