← What I do

SERVICES / FROM IDEA TO DELIVERY

Data & RAG

Turn company documents and knowledge into a useful source for search and AI, with context and traceable evidence.

01 / BENEFITS

What you gain

01

Find internal knowledge faster.

02

Answers linked to their source materials.

03

Update data without retraining a model.

02 / SCOPE

What we will deliver

The specific scope is tailored to your brief. These are typical parts of the engagement.

  • Data preparation, cleaning and structuring.
  • Document indexing and vector search.
  • RAG pipeline with controlled source access.
  • Search and answer quality evaluation.

03 / PROCESS

How we work together

  1. 01

    Brief

    We review your goals, current situation and materials.

  2. 02

    Proposal

    We agree on scope, deliverables, price and next steps.

  3. 03

    Delivery

    I share progress and incorporate your feedback.

  4. 04

    Handover

    We check the result together and hand over what you need to use it.

04 / FAQ

Frequently asked questions

What happens when no answer is found?

We define a fallback for missing evidence. The assistant should acknowledge uncertainty and offer a next step instead of inventing an answer.

How is the price determined?

After an initial conversation, we agree on the scope, deliverables and dependencies. You receive a specific proposal before work starts.

05 / CONTACT

Let’s talk.

Tell me what you need help with in data & rag. We will agree on the next step.

Drop a message

Tell me about your project. The button opens your email app with a prepared message.

Prague time. I will confirm availability with you.