AI · Web systems · Software development

Software that holds up in production.

We turn ideas into reliable web, app, and AI systems your team can depend on long term.

With clear architecture, measurable releases, and a partner who takes ownership, not just tickets.

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AI workflows

Full-stack development

Web scraping

Hosting

Proof

Use cases from the field

Problem, solution, outcome, and tech stack: how we deliver, not just in theory.

E-commerce
Shop portals with 1.5M products
Problem
Scalable product and search architecture without performance collapse.
Lösung
Pipeline for catalog, filters, and search with reliable DB paths and CI/CD.
Ergebnis
Stable search and maintainability as the catalog grows.
Techstack
PostgreSQL, Redis, Node.js, Python, CI/CD
Consulting
AI enablement in the enterprise
Problem
Teams needed practical AI workflows instead of isolated pilots.
Lösung
Workshops, architecture, and delivery along real in-house use cases.
Ergebnis
Measurable value and transferable patterns for internal teams.
Techstack
Claude, OpenAI, n8n, Python
Knowledge management
GraphRAG / knowledge base
Problem
Knowledge spread across systems, answers without source attribution.
Lösung
Knowledge graph with RAG pipeline, evals, and traceable answers.
Ergebnis
Faster research with auditable sources.
Techstack
Python, PostgreSQL, Huggingface, Ollama
Automation
n8n and Make workflows
Problem
Manual processes between CRM, ERP, and communication tools.
Lösung
Agentic workflows with approvals, logging, and error paths.
Ergebnis
Fewer manual steps, clear accountability.
Techstack
n8n, Make, Python, PostgreSQL
AI
Chatbots with evals
Problem
Hallucinations, diluted knowledge base, and unclear security.
Lösung
Vector deployment, red-team tests, and monitoring at AI interfaces.
Ergebnis
Reliable answers with measurable quality.
Techstack
OpenAI, Portkey, Sentry, Python
Venture capital
Venture-Diligence.com
Problem
Confidential deal flow does not belong in consumer chatbots with uncontrolled data paths; pitch deck analysis takes too long.
Lösung
Multi-stage AI pipeline: pitch deck, website, market and team data into structured investment memos with sources and gap notes.
Ergebnis
Faster from deck to memo, auditable workflow instead of chat history, hosting in Germany.
Techstack
TypeScript, Next.js, OpenAI API, PostgreSQL
Software production
ASPS.ai
Problem
From idea to requirements spec, statement of work, and prototype creates media breaks and long discovery phases.
Lösung
End-to-end pipeline: unstructured input to specification, clickable prototype, and AI-assisted delivery with code review and CI/CD.
Ergebnis
First quote and prototype in minutes instead of weeks of manual prep.
Techstack
TypeScript, CI/CD
Public sector
Civil protection: web and prototyping
Problem
Emergency services and municipalities without in-house development: staff work is rarely trained in a structured way; scenario exercises and source-based emergency research lack a digital standard.
Lösung
Interactive prototype with training modules, crisis scenarios, and AI-assisted research with source attribution: tangible, alignable, and plannable for the intended platform, not a finished rollout.
Ergebnis
Professional external presence, traceable skills development, and a solid basis for THW and fire service cooperation.
Techstack
ASPS.ai, Claude Code, HTML prototype
E-commerce
Shop portals with 1.5M products
Problem
Scalable product and search architecture without performance collapse.
Lösung
Pipeline for catalog, filters, and search with reliable DB paths and CI/CD.
Ergebnis
Stable search and maintainability as the catalog grows.
Techstack
PostgreSQL, Redis, Node.js, Python, CI/CD
Consulting
AI enablement in the enterprise
Problem
Teams needed practical AI workflows instead of isolated pilots.
Lösung
Workshops, architecture, and delivery along real in-house use cases.
Ergebnis
Measurable value and transferable patterns for internal teams.
Techstack
Claude, OpenAI, n8n, Python
Knowledge management
GraphRAG / knowledge base
Problem
Knowledge spread across systems, answers without source attribution.
Lösung
Knowledge graph with RAG pipeline, evals, and traceable answers.
Ergebnis
Faster research with auditable sources.
Techstack
Python, PostgreSQL, Huggingface, Ollama
Automation
n8n and Make workflows
Problem
Manual processes between CRM, ERP, and communication tools.
Lösung
Agentic workflows with approvals, logging, and error paths.
Ergebnis
Fewer manual steps, clear accountability.
Techstack
n8n, Make, Python, PostgreSQL
AI
Chatbots with evals
Problem
Hallucinations, diluted knowledge base, and unclear security.
Lösung
Vector deployment, red-team tests, and monitoring at AI interfaces.
Ergebnis
Reliable answers with measurable quality.
Techstack
OpenAI, Portkey, Sentry, Python
Venture capital
Venture-Diligence.com
Problem
Confidential deal flow does not belong in consumer chatbots with uncontrolled data paths; pitch deck analysis takes too long.
Lösung
Multi-stage AI pipeline: pitch deck, website, market and team data into structured investment memos with sources and gap notes.
Ergebnis
Faster from deck to memo, auditable workflow instead of chat history, hosting in Germany.
Techstack
TypeScript, Next.js, OpenAI API, PostgreSQL
Software production
ASPS.ai
Problem
From idea to requirements spec, statement of work, and prototype creates media breaks and long discovery phases.
Lösung
End-to-end pipeline: unstructured input to specification, clickable prototype, and AI-assisted delivery with code review and CI/CD.
Ergebnis
First quote and prototype in minutes instead of weeks of manual prep.
Techstack
TypeScript, CI/CD
Public sector
Civil protection: web and prototyping
Problem
Emergency services and municipalities without in-house development: staff work is rarely trained in a structured way; scenario exercises and source-based emergency research lack a digital standard.
Lösung
Interactive prototype with training modules, crisis scenarios, and AI-assisted research with source attribution: tangible, alignable, and plannable for the intended platform, not a finished rollout.
Ergebnis
Professional external presence, traceable skills development, and a solid basis for THW and fire service cooperation.
Techstack
ASPS.ai, Claude Code, HTML prototype
E-commerce
Shop portals with 1.5M products
Problem
Scalable product and search architecture without performance collapse.
Lösung
Pipeline for catalog, filters, and search with reliable DB paths and CI/CD.
Ergebnis
Stable search and maintainability as the catalog grows.
Techstack
PostgreSQL, Redis, Node.js, Python, CI/CD
Consulting
AI enablement in the enterprise
Problem
Teams needed practical AI workflows instead of isolated pilots.
Lösung
Workshops, architecture, and delivery along real in-house use cases.
Ergebnis
Measurable value and transferable patterns for internal teams.
Techstack
Claude, OpenAI, n8n, Python
Knowledge management
GraphRAG / knowledge base
Problem
Knowledge spread across systems, answers without source attribution.
Lösung
Knowledge graph with RAG pipeline, evals, and traceable answers.
Ergebnis
Faster research with auditable sources.
Techstack
Python, PostgreSQL, Huggingface, Ollama
Automation
n8n and Make workflows
Problem
Manual processes between CRM, ERP, and communication tools.
Lösung
Agentic workflows with approvals, logging, and error paths.
Ergebnis
Fewer manual steps, clear accountability.
Techstack
n8n, Make, Python, PostgreSQL
AI
Chatbots with evals
Problem
Hallucinations, diluted knowledge base, and unclear security.
Lösung
Vector deployment, red-team tests, and monitoring at AI interfaces.
Ergebnis
Reliable answers with measurable quality.
Techstack
OpenAI, Portkey, Sentry, Python
Venture capital
Venture-Diligence.com
Problem
Confidential deal flow does not belong in consumer chatbots with uncontrolled data paths; pitch deck analysis takes too long.
Lösung
Multi-stage AI pipeline: pitch deck, website, market and team data into structured investment memos with sources and gap notes.
Ergebnis
Faster from deck to memo, auditable workflow instead of chat history, hosting in Germany.
Techstack
TypeScript, Next.js, OpenAI API, PostgreSQL
Software production
ASPS.ai
Problem
From idea to requirements spec, statement of work, and prototype creates media breaks and long discovery phases.
Lösung
End-to-end pipeline: unstructured input to specification, clickable prototype, and AI-assisted delivery with code review and CI/CD.
Ergebnis
First quote and prototype in minutes instead of weeks of manual prep.
Techstack
TypeScript, CI/CD
Public sector
Civil protection: web and prototyping
Problem
Emergency services and municipalities without in-house development: staff work is rarely trained in a structured way; scenario exercises and source-based emergency research lack a digital standard.
Lösung
Interactive prototype with training modules, crisis scenarios, and AI-assisted research with source attribution: tangible, alignable, and plannable for the intended platform, not a finished rollout.
Ergebnis
Professional external presence, traceable skills development, and a solid basis for THW and fire service cooperation.
Techstack
ASPS.ai, Claude Code, HTML prototype

Web, app & extensions

Plan, build, deploy with a clear statement of work. UI design on request. AI-assisted or fully autonomous in code, depending on risk and domain.

Automation & data

Custom agentic workflows, data scraping and mining with clear data rights, deep integration into your systems, local models where it makes sense.

Workshops, consulting, training

Enablement for teams and leadership from discovery through rollout. Senior and junior mix: 50+ years of collective experience plus a growing, dynamic team.

Quality & security

No go-live without evidence.

Reliable software needs more than feature velocity. We deliver with clear verification paths, documented releases, and proof that holds up in audits and production. Details on pentests, load tests, and AI evals are on the software development page.

How our development teams work

RELEASE_GATE Status: required

Application security Whitebox pentest
AI interfaces Tests & evals
Database Load tests
Information security ISMS / ISO 27001-oriented
Deployment CI/CD, staging to prod

Process

From idea to deployment

From the first idea to production release: a clear path with visible milestones so you always know where your project stands.

View process & stack

24h

Response to project inquiries

With a clear assessment of scope, risk, and the sensible next step, not a generic acknowledgment.

Plan & specify

Product scope, architecture guardrails, risk workshops
Rapid prototyping

Visible results fast, before budget goes into irreversible decisions
Development

Web, app, extensions, AI-assisted or fully autonomous, depending on quality requirements
CI/CD & deployment

Reproducible builds, artifacts, promotion across stages
Docker & hosting-ready

Manifests, scaling, operations, prepared for your target platform
Quality assurance & handover

Acceptance, documentation, and clear operational handover before go-live