Use cases instead of a service list

Real projects,
explained in detail.

312 projects since 2008 — these are the ones that show how I think: problem, solution, number. If your case sounds similar, it transfers. You will not find any names here — confidentiality comes first.

AuthorMatthias EgerCertified Manager for Applied AI Transformation (IHK)

Last reviewed17 Jul 2026

To the verification record

The overview

Pick whatever is pressing on you.

Every row leads to the full case: the starting point, the solution, the limits of automation — and what of it transfers to your business.

Healthcare Case 297

Billing staff read medical reports by hand — case after case.

AI reads medical reports and images straight from the clinical system and proposes matching billing codes. A human decides: accept, adjust, discard.

0 codes go out without human approval Steel trading Case 305

A shop grown over years, a complex cut-to-size configurator — nobody dares touch it.

A rebuild strategy in 100 numbered points. The pricing engine first: 16 discount tiers calculated across the whole basket — then the rest.

100 points, 4 phases, one plan that holds Garden & irrigation technology Case 289

Good work, order books full yesterday — no enquiries today.

80 prioritised measures for content and structure — built for Google and for AI answers that cite sources instead of ranking pages.

80 measures, prioritised by impact Own product Case 128

After ten years on the market an AI-built clone appears — put together in four weeks.

The answer: do not rebuild features, expand distribution — reviews, print service, domain history. The moat nobody can clone.

10 yrs head start no weekend clone copies Professional services Case 301

Confidential documents, external translators — and nobody knows where the data ends up.

An in-house translation tool with API connection: documents in, formatting preserved, content stays in the building. A tool instead of a leak.

100 % of the documents stay in-house Car dealership Case 274

Anniversary event planned, calendar empty, six weeks to go.

A two-phase campaign with regional partners: the run-up warms the channels, the hot phase sells the event — each phase with its own dramaturgy.

4 channels, one dramaturgy Electrical trade Case 308

The boss writes the quotes — in the evening, after the site visit.

Site photos plus a voice note go in, a draft quote with line items comes out. The master craftsman checks the prices and signs — instead of typing.

20 min from site measurements to a finished draft Manufacturing / supplier Case 306

New people, many languages, one work instruction — and nobody has time to translate.

One approved template becomes instructions in five languages — illustrated and versioned. Changed once, current everywhere.

5 languages from one approved template

My own business Case 313

“AI is not a pilot project here. My business runs on it.”

Research, concepts, code, copy, quotes — everything runs through my own pipeline: local models where data has to stay in-house, large models where performance counts. This website is the proof, on the object itself.

TransfersThis exact operating model — human leads, AI works — is what I build for you.

0 results leave the building without my stamp

Read the full case

My business, live — seven areas run on AI

My judgement

Inventory & shopproduct copy, categorisation, stock notifications See the tool →

Quotes & invoicingdrafts from a few keywords, invoice runs, payment reminders See the tool →

Phone assistanttakes the call, qualifies it, summarises it; I call back prepared See the tool →

Inboxemails pre-sorted, with a suggested reply attached See the tool →

Development pipelinecode drafts, reviews and documentation in fixed slots See the tool →

Research & conceptsmarket analyses, plans, first drafts of whitepapers See the tool →

Translationsdocuments stay in-house, formatting stays intact See the tool →

The rule behind it: AI delivers the draft, I deliver the judgement. Every text, every plan, every line of code is checked and vouched for — that is what the seal stands for.

Real projects, presented in condensed form · numbers & details in conversation — confidentiality comes first

A school, a local authority or a public agency? We look after the public sector through ResultOS UG — references on request

Does one of these cases sound like your business?

30 minutes, three starting points in writing — free and with no sales pressure.

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Services

Evidence and answers

Trust