AI & automation · Service

Document assistants & RAG

Turn documents into a usable knowledge base. A document assistant retrieves relevant passages before preparing an answer, with sources the user can inspect.

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SAMA TECHLY / AI & automation

What matters

Prepare the corpus

Check document versions, formats and quality. Split content while preserving its context and provenance.

Respect access

Retrieval must apply the reader’s permissions. A document available to one team must not become accessible to everyone through the assistant.

Verify answers

Assess passage relevance and summary faithfulness. Provide a cautious response when available sources are insufficient.

Check in your context

Prepare the next step

A real task example and its exceptions
Current tools and available access
Permitted data and the role of human review
A baseline metric to assess outcomes

An explicit scope, documented rules and a validation protocol. Access and responsibilities are defined before launch.

SAMA / ANSWERS

Essential questions

How are budget and timelines defined?

They depend on scope, available access and integrations. Scoping defines deliverables, dependencies and acceptance criteria before implementation.

What should I prepare for a first conversation?

Your objective, a representative example and known constraints are enough to start. Sensitive documents or access are reviewed later within an appropriate framework.

SAMA TECHLY / Let’s talk about your projectAdvanced technology. A human touch.

YOUR NEXT CHAPTER

Let’s scope your project.

An idea, a process to improve, visibility to build. Let’s start with your objective.

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Document assistants & RAG

What matters

Prepare the corpus

Respect access

Verify answers

Prepare the next step

Essential questions

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Let’s scope your project.