NyxWorks

Creative & digital studio
Six disciplines · One studio

case study — ai product

SchreibMeister AI

A novel-writing workspace designed around long-form continuity. Instead of treating each prompt as a blank page, the system keeps chapters, characters, world building, notes and revision work connected.

The file

SchreibMeister AI — Write. Structure. Create.

AI · Writing · Revision

At a glance

What this project was.

  • Core problem Long projects become difficult to keep coherent.
  • Product idea Give AI the structure it needs before asking it to write.
Nº 01 — The WorkflowSchreibMeister AI

Input to output, step by step.

How a question becomes an answer, and what happens to it afterwards.

Nº 01 Input Writer works in a chapter, or asks the AI for feedback or ideas.
Nº 02 Ai Processing Relevant characters, world-building notes and prior chapters are retrieved and passed to Claude as context.
Nº 03 Backend / Data FastAPI logs word counts, chapter status and revision notes in SQLite.
Nº 04 User Action Writer accepts, edits, or requests another pass.
Nº 05 Output Updated daily stats and streak, and a project that stays consistent across dozens of chapters.
The Workflow SchreibMeister AI
Nº 02 — The DashboardSchreibMeister AI

What it looks like in use.

A real screen from the working product — not a rendered mockup.

SchreibMeister AI dashboard showing project progress, characters and writing statistics
The Dashboard SchreibMeister AI
Nº 03 — The BuildSchreibMeister AI

What was actually built.

What was actually made, and what it runs on.

Nº 01 What was built Novel projects, chapters, characters, world building, outline, writing, notes, writing goals, statistics and revision-oriented workflows.
Nº 02 AI & backend AI-assisted writing is paired with structured project data and backend workflows for safer, repeatable operations.
FastAPI · Claude · Voyage AI · SQLite
Nº 03 Why it matters It shows a deeper AI pattern: store context, retrieve relevant information, then apply AI to a specific operation instead of asking a generic chatbot to remember everything.
The Build SchreibMeister AI
Nº 04 — Trust & OwnershipSchreibMeister AI

Who owns what, and where the data lives.

Data stays in a single database the client controls; the AI layer is a component of the product, not the product itself. Any claim about hosting, GDPR or uptime is only made on systems that actually meet it — this demo is a working pattern, not a hosted production claim. Hosting can be arranged through NyxWorks on request — either way, ongoing AI API usage and hosting costs are billed directly to the client's own account, not absorbed into the project price.

Trust & Ownership SchreibMeister AI
Nº 05 — QuestionsSchreibMeister AI

Plain-language answers.

The things people ask before commissioning something like this.

What exactly is SchreibMeister AI?

It's a demo AI product NyxWorks built to show what's possible — not something you can sign up for. It's a working example of the kind of app we build for clients.

Can I get something like this for my own business, even if it has nothing to do with creative writing?

Yes. Creative writing is just this example's topic — the same approach works for almost any industry: real estate, hospitality, retail, coaching, logistics, and more. The pattern stays the same; only the topic changes.

How much does it cost to build an app like this?

It depends on how big the idea is. Every AI Product Build starts with a fixed-price AI Product Blueprint (€249–€499) that turns your idea into a clear plan and a fixed price for the full build — so you know the real cost before committing to anything bigger.

Do I need to understand AI or coding to work with NyxWorks?

No. You explain what you need in plain language, in a normal conversation — we handle everything technical.

How long does a project like this take?

A Blueprint usually takes about a week. A full build takes several weeks depending on scope — the Blueprint gives you an exact timeline before you commit to anything.

What if I'm not sure yet whether I need a full app like this, or just a simple chatbot?

That's exactly what the discovery call is for. Book a 30-minute call (€30, credited toward your Blueprint if you continue) and we'll help you figure out which one actually fits your situation.

Questions SchreibMeister AI
Nº 06 — ContactWe reply ourselves

Could something like this work for your business?

Tell us what you're trying to build. We'll say honestly whether it fits a package, needs a proper scope, or isn't worth building yet.

Or write directly: hello@nyxworks.nl

Every message is read by a person Contact