Services · Premium AI

AI where it actually moves the needle.

From an on-premise stack for regulated firms to the fixed €750 audit. Starting prices below — I name the exact figure after a short call: fixed scope, fixed price, no surprises.
Flagship

On-Premise AI Stack

Pricingon request
8 — 16 weeks

Self-hosted AI for regulated practices: Docker, local LLMs, RAG over internal data. No data leaves your network. Quarterly updates, rolled out in stages. Currently two production pilots with tax advisors in Aachen.

A fit when
  • Tax advisors, law firms, medical practices, regulated SMEs.
  • Client data must never touch a US cloud, under any circumstances.
  • An existing server room — or the willingness to build one.
Mid-tier

AI Integration & Harness Engineering

Pricingon request
4 — 10 weeks

Wire AI capability into existing software or workflows — including harness engineering: designing and building agent harnesses, tool and skill design, orchestration, context engineering, evals. Cloud, hybrid or on-prem — whatever fits. Document classification, RAG, chatbots, AI-in-the-loop automation. The source code is yours from day one.

A fit when
  • You're building an agent or LLM system and need someone who has built harnesses before.
  • You know which task AI should take on in your business.
  • Existing tools / databases / internal APIs are in place.
  • You want code you own, not a black-box SaaS.
New · Entry point

AI Potential Audit

€750fixed · creditable
1 — 2 weeks

Before you spend on AI: I look at your processes and tools and deliver a short, honest report — the 3–5 places where AI saves time or money, what I'd build there and roughly what it costs. Fixed price, fixed deliverable. Decide on a build within 60 days and the audit fee is credited in full.

A fit when
  • You want to know where AI really helps — before you invest.
  • You need a basis for a decision, not sales slides.
  • A fixed price instead of an open hourly meter.
Hourly

Advisory & Architecture

from €160/h · first call free
from 2 hours

Architecture reviews, build-or-buy calls, vendor selection, a second opinion on a build in progress. The hourly rate covers all consulting. The first call is free — after that €160/h (2h minimum). Notes and a written summary are included. Need more? Step up to the audit (€750, creditable) or a build.

A fit when
  • An internal team is mid-build and stuck.
  • You're about to sign a contract you don't fully understand.
  • A sanity check before budget is released.
Second stream · Web

Web & Dashboards

from €1,500+ Care / Hosting
CMS website · Business + SEO · Web apps

From a lean CMS website (from €1,500) through a business site with SEO (from €2,500) to custom web apps, dashboards and shops. Fast, because a team of AI agents helps build it; solid, because an experienced developer stays accountable. Ongoing operation (Care + Hosting) optional from €65/month, all from one hand.

A fit when
  • A company presence, internal tool or client portal — built properly, not from a template kit.
  • You want one point of contact for build, hosting and maintenance.
  • Fixed scope, fixed price after a short call.
Not sure which fits?

Write a paragraph about what you want to ship. I'll tell you honestly which service fits — or whether you need someone else. With real process pain, the €750 audit is the best entry point: it delivers the map and is credited in full toward a build.

samuel.ikier@gmail.com
samudev.tech
Aachen · DE · since 2014
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