Agents Autonomous
AI agents & knowledge

RAG development. Answers from your documents.

We build a knowledge assistant for one team. It searches your approved company documents before answering and links to the sources. This approach is called retrieval-augmented generation, or RAG.

From $6,000 USDOne-time project. Software and usage billed separately.

30 minutes with the co-founders. Check fit, tools and the next scoping step.

Is this the right
first project?

Your team keeps answering the same policy and process questions because finding the current document takes work. A knowledge assistant brings the relevant passages into an answer your team can check, with a clear response when the approved sources do not cover the question.

A good fit when…

  • One team repeatedly searches the same company documents for answers.

  • You have an approved knowledge collection and someone who keeps it current.

  • You want source-linked answers before considering actions in other systems.

Your first project, priced.

Internal AI assistant

From $6,000 USD

One-time project. Final scope and price agreed in writing.

Give one team an assistant that answers a defined set of questions from approved company knowledge, with sources they can check.

Book a free scoping call ↗

30 minutes with the co-founders to check fit, tools and the next scoping step. No obligation to proceed.

Included in the starter scope

  • One assistant role, one user interface, and one agreed user group.
  • A prepared knowledge collection with agreed document volume, file types, and refresh method.
  • Answers linked to source material and a clear response when the evidence is missing.
  • Evaluation on representative questions, restricted requests, and known difficult cases.
  • A working assistant, source-maintenance instructions, and an owner handoff.
Quoted separately
Large-scale content cleanup, multiple permission groups, and actions that change records in other systems require additional scope.
A larger project
$12,000–$30,000 — Add approved tool actions, more business systems, role-based access, or additional assistant workflows. This is an alternative scope, not an add-on to the starter price.
Optional ongoing support
Optional: $750–$2,500/month for agreed monitoring, evaluation, and maintenance. Usage fees and major new features are separate.
Timing
We set the delivery plan after reviewing source readiness, access rules, and the tests needed for your assistant.

All prices are in USD. Third-party software, API usage, hosting and any telephony charges are separate. Support is optional; its coverage and limits are agreed separately. New workflows need a new scope.

Tangible work

What you take away.

01

One internal assistant

One role, interface, and user group, working from a prepared knowledge collection with agreed coverage and refresh method.

02

Answers your team can check

Sources attached to answers, with a clear response when the approved material does not support a request.

03

A tested handoff

Representative questions, difficult cases, and restricted requests, plus instructions for maintaining sources and reviewing failures.

Let’s check the fit.

Bring one task and your current tools. We’ll discuss the first step in a free 30-minute call.

Book a free scoping call ↗

See the workflow.
Then consider what comes next.

An airy three-station paper workshop: support handbook and reply draft, executive commitment brief with message tabs, and a proposal assembled from approved scope. Each station has an open review clip; no robot character or autonomous sending.
  1. 01 / The starting point

    A colleague asks how to handle a travel expense.

  2. 02 / The right context

    Retrieve the current policy from an approved knowledge source.

  3. 03 / Prepared for review

    Draft an answer with the relevant passage and flag missing context.

  4. 04 / A person decides

    The policy owner checks an ambiguous exception; no booking or payment occurs.

Related workflows to explore

Additional workflows are scoped separately.
From first conversation to handoff

A clear start.
An agreed finish.

  1. 01

    Choose the questions and sources

    Agree one user group, the assistant's job, and the prepared knowledge collection. Confirm provider handling and access.

  2. 02

    Build and test the answers

    Test ordinary questions, conflicting information, missing evidence, and requests outside the agreed source collection.

  3. 03

    Hand it to the team

    Review the results against the agreed criteria. Name the owner for sources and failures before introducing the assistant.

Agree the scope

Agree the scope
and the limits.

The starter answers questions from approved knowledge for one user group. Multiple permission groups, record updates, external messages, and other tool actions need a separate scope. Source access, provider handling, retention, and continuing maintenance are agreed before work begins.

Security and data questions ↗
A few useful answers

Before we begin.

How much does a first project cost?

Internal AI assistant starts at $6,000 USD for the starter scope shown on this page. We confirm access, scope, exclusions, timing and a written price before work begins. Third-party software and usage charges are separate; ongoing support is optional.

What happens on the free scoping call?

In 30 minutes, we discuss one task, your current tools and the result you need. We check whether the starter fits and what is needed for a written proposal. If paid discovery is needed, we explain its scope and price first. You do not need a prepared brief or a paid assessment to book the call.

How will we judge whether the project is useful?

We agree a baseline and acceptance checks with the person who owns the work. Answers meet the agreed question-set criteria, cite their sources, and handle missing evidence as tested. Where relevant, we also compare manual effort, correction work and operating costs. These checks guide the handoff; they are not a promise of revenue or savings.

What does a RAG development project include?

The starter covers one team, one interface, and a prepared knowledge collection with agreed document volume, file types, and refresh method. We build source retrieval and answers, test representative questions and unsupported requests, and hand over the source-maintenance instructions.

Can it use private company documents?

Yes, subject to agreed source access, provider handling, and retention. We check the collection's condition and coverage before quoting. Large-scale cleanup is separate.

Can different teams have different access?

The starter covers one agreed user group. Multiple permission groups require additional access design and testing, which we quote separately.

What happens when it cannot answer?

It should explain what is missing or route the question to a person. We test that behavior alongside questions with supported answers.

Can it also take actions in our business tools?

The knowledge-assistant starter, from $6,000, answers from approved documents. Agents that update records, send messages, or connect additional systems are expanded projects scoped at $12,000–$30,000 with their own permissions, approval rules, and tests.

Let’s make it concrete

Bring one task.
Let’s scope the result.

Bring the questions your team keeps answering and describe where the approved information lives. The free initial call covers the role, sources, users, and a sensible first scope.

Book a free scoping call ↗

Free 30-minute call. Scope and price agreed before work starts.