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Private AI & RAG

Put your knowledge to work.

Connect your documents and business tools to an AI workflow with clear access boundaries, retrieval behavior and usage controls.

pgvectorPostgreSQLOpenAI / Claude APIHybrid SearchDocument ChunkingZero Data Leakagen8n / LangChain

Scope agreed before payment · Your own project inbox

A good fit

Is this what you need?

Teams building AI around private business knowledge.

We define the data boundaries and retrieval requirements, connect the agreed sources and evaluate the workflow against realistic questions.

We’ll use your project brief to agree priorities, access requirements and the deliverables that matter to you. New projects can start with an idea; existing systems can include a link or repository.

Clear outputs

What you’ll receive.

We agree the final scope before work starts. Your service can include:

  1. Document ingestion and retrieval pipeline

  2. Vector search and metadata filtering

  3. Agreed tool or agent integrations

  4. Usage limits and cost visibility

  5. Access controls and deployment documentation

From brief to handoff

How we approach the work.

A clear sequence, with communication in your project inbox.

  1. 01

    Document Ingestion

    Extracting, chunking, and embedding private company documentation.

  2. 02

    Vector Indexing

    Configuring hybrid vector search with metadata filtering.

  3. 03

    Agent Integration

    Building agentic workflows with function calling capabilities.

  4. 04

    Security & Gateway

    Implementing token rate-limits and PII redaction filters.

Scope first. Then the next step.

Create your project, review the scope with us, and receive your invoice and checkout link in your inbox and by email. For paid work, we verify payment before assigning your engineer and activating the service.

Before you begin

A little more clarity.

Questions about private ai & rag, answered.

How do I get started?

Create a project with this service selected and tell us what you need. Your project inbox opens immediately so we can review the scope together. You can also book a free consultation first.

When do I pay, and when does work begin?

We review your scope and send an agreed invoice and secure checkout link by email and in your project inbox. After payment verification, we assign an engineer and activate your service. Creating a project does not start paid work.

Let’s start with your brief

Tell us what you’re building.

Create a project with private ai & rag already selected. We’ll take the next step together.