All Services·Service · Architecture

LLM Integration

LLMs and governed agents that work inside your processes — research, reports, decision memos. Auditable, EU-hosted, with a source trail per data point. We build them into your systems; you operate them.

Cluster
Architecture
Duration
from 3 weeks
Fee
on request · project-based

ChatGPT & co. in the enterprise — safely connected to your data.

A language model only becomes useful once it knows your data — and dangerous if it carries that data outside. LLM integration with RAG (retrieval-augmented generation) connects the model to your systems so it only accesses what is permitted and every statement gets a source.

Governed AI agents build on top: research, reports and decision memos that work inside your process — auditable, reproducible, EU-hosted. Connected to CRM, DMS and registries, via MCP and Claude Skills. We build it into your systems; you operate it.

What you concretely get

Concrete results as a hand-off artefact.

LLM integration and RAG for regulated processes: language models safely connected to your data, with a traceable basis, audit trail and integration into CRM, DMS and registries.

  • RAG on your data: language model with a source per statement, not on a hunch.

  • Governed agents for research, reporting and compliance — built into your systems.

  • Governance substrate: every agent statement traceable, reproducible and audit-ready.

  • Integration with your systems (CRM, DMS, registries) plus MCP & Claude Skills.

  • EU-hosted up to on-prem — with a provable legal basis.

Approach

How we work.

Three phases, clear outputs. You see every step — and can exit after any one of them.

  1. 01

    Scope

    Define the process and use case, clarify data sources and legal basis.

  2. 02

    Build & govern

    Stand up the integration on the governance substrate, anchor the audit trail, test on real cases.

  3. 03

    Roll out

    Integrate into your process, enable the team, sharpen continuously.

Pricing & Models

On request. Project-based. Individualised.

Every engagement is scoped individually based on scope, maturity level, and time horizon. We work project-based with fixed price, day-rate-based with transparent rates (junior to senior), or on a retainer model.

  • Project-based

    Fixed price per phase with a defined definition of done. Preferred for clearly scoped engagements.

  • Day-rate

    Rates tiered by seniority level — Junior, Mid, Senior, Principal. Transparent billing.

  • Retainer

    Fixed monthly hour budget. Useful for operate phases or fractional lead mandates.

Intro call

LLM Integration — let's talk about it.

At the end: a clear recommendation — or a reason why a different path fits better.