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AI Integration

We integrate AI into your software where it genuinely adds value, not because it's trendy. Pragmatic advice, hands-on implementation.

What We Do

AI Model Integration

We embed open-source and closed-source models into your existing applications, from prompt engineering to fine-tuning and RAG pipelines.

Third-Party AI Services

We connect your product to ChatGPT, Claude, Perplexity, and other leading AI APIs with reliable, cost-conscious implementations.

AI Evaluation

Not sure if AI is the right fit? We assess your use case honestly and tell you where AI will create value and where it won't.

Our Principles

  • No fluff. We won't add AI to your project just to put it in a press release.
  • Practical solutions. Every integration we build has a clear, measurable business purpose.
  • Honest advice. If AI isn't right for your situation, we'll say so and suggest what is.
  • Cost-conscious. AI APIs aren't free. We architect solutions that are efficient and don't silently drain your budget.

HOW WE DEVELOP SOFTWARE

How we develop Software

Five phases. Fixed prices. No lock-in.

Phase 01

Discovery Phase

Fixed price at 3.500€ Buy now
  • Requirements Engineering
  • Software Architecture
  • Milestone Plan
  • Technical Flows and Sequence Diagrams
  • Launch Plan and Milestone Plan
Phase 02

First Iteration

Fixed price between 15–20k€ (MAX) Book Discovery Phase
  • Building your real MAP (Minimal Awesome Product)
  • Cost-effective approach. Strip requirements to 15–20k max
  • Test directly on the market as cheaply as possible with real customers
  • Discovery Phase cost is deducted as a rebate
Phase 03

Subsequent Iterations

Fixed price packages / Agile Fixed Price What is Agile Fixed Pricing?
  • Building and extending product based on real customer/user demand
  • Ideally partially funded by real sales
  • Data-driven development decisions (watch user behavior over user demands)
  • Continuous improvement cycle
Phase 04

Maintenance

Fixed weekly retainer 750€ / week, cancel anytime Subscribe now
  • Security patches (nobody likes data breaches or losing money)
  • Fixing bugs (can be a major reason of customer churn)
  • Technical support (most companies have an abysmal customer support)
  • Performance, cost & CI/CD optimization
Phase 05

Further Dev / Hand-Over

Your product, your team. We'll never lock you in.
  • We'll never make you dependent on our team
  • Smooth transition to your internal team
  • Knowledge transfer and documentation
  • Continued support as needed
Fixed price at 3.500€ Buy now
  • Requirements Engineering
  • Software Architecture
  • Milestone Plan
  • Technical Flows and Sequence Diagrams
  • Launch Plan and Milestone Plan
Fixed price between 15–20k€ (MAX) Book Discovery Phase
  • Building your real MAP (Minimal Awesome Product)
  • Cost-effective approach. Strip requirements to 15–20k max
  • Test directly on the market as cheaply as possible with real customers
  • Discovery Phase cost is deducted as a rebate
Fixed price packages / Agile Fixed Price What is Agile Fixed Pricing?
  • Building and extending product based on real customer/user demand
  • Ideally partially funded by real sales
  • Data-driven development decisions (watch user behavior over user demands)
  • Continuous improvement cycle
Fixed weekly retainer 750€ / week, cancel anytime Subscribe now
  • Security patches (nobody likes data breaches or losing money)
  • Fixing bugs (can be a major reason of customer churn)
  • Technical support (most companies have an abysmal customer support)
  • Performance, cost & CI/CD optimization
Your product, your team. We'll never lock you in.
  • We'll never make you dependent on our team
  • Smooth transition to your internal team
  • Knowledge transfer and documentation
  • Continued support as needed

Get to know us

Long-term relationships over quick wins.

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