Founders
Turn an AI opportunity into a focused product, a testable scope and a credible route to launch.
AI Product Strategist · Automation Architect
Clear AI products. Working automations.
I turn AI opportunities into useful products and reliable workflows. Product strategy, AI agents and n8n automation come together in one hands-on process.
AI Product Ownership
n8n Automation
AI Agents
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Work 2023–2025
Product Architecture
Anonymized Enterprise AI Platform
Prompt Engineering
Precision Prompt Framework
Conversational AI
Voice Architecture
App Development
Production AI Apps
Creative AI
Creative AI Lab
Who I Help
Product teams
Define the right architecture, quality criteria and operating model for an AI-enabled product.
Operations teams
Replace fragile manual work with monitored n8n workflows and carefully controlled AI agents.
Why AI HITCH
The right technology needs the right introduction.
AI HITCH does not manufacture value or hide weak ideas behind AI. I study the real problem, remove friction and create the conditions in which the right product can be understood, adopted and trusted.
See what is real
Understand the people, the problem and the value that already exists.
Create the opportunity
Find the moment where AI can make a meaningful and measurable difference.
Prepare the interaction
Design the workflow, interface and safeguards around real human behavior.
Make it work naturally
Guide the product into daily use without forcing technology where it does not belong.
How It Works
01
Understand
Define the problem, desired outcome, constraints and what success should look like for the people using the product.
02
Architect
Map the full system: AI strategy, model selection, data flows, prompt structure and the product architecture that holds under real-world load.
03
Build
Build the prompt systems, workflows, interfaces, backend logic and integrations as one coherent product.
04
Ship
Deploy, test failure paths, add monitoring and iterate until the system is ready for responsible day-to-day use.
About
I connect product judgment with hands-on automation.
I'm Daniel, an AI product strategist and automation architect based in the Czech Republic. Under AI HITCH, I help teams decide what to build and turn that decision into a working product or n8n automation.
My work covers AI product discovery, agent and prompt systems, workflow architecture, interfaces and implementation. One person keeps the product intent connected to delivery.
My product background keeps the work focused on users, outcomes and responsible operating boundaries, not technology for its own sake.
AI Product Ownership
n8n Automation
Product Design
App Engineering
Agentic Systems
AI Agents
LLM / RAG
Workflow Architecture
01
Product strategy and ownership
02
n8n workflows and AI agents
03
Product design and build
What I Do
01
AI Product Ownership & Strategy
Product discovery, outcome definition, prioritization, evaluation criteria and a clear route from opportunity to release.
AI Systems
02
n8n Workflow Architecture
Reliable workflows with clear data flows, API integrations, error handling, monitoring and human oversight.
Strategy
03
AI Agents & Prompt Systems
Models, tools, memory, prompts and structured outputs designed around measurable quality and safe operating boundaries.
UX / UI
04
Product Design & Build
Product UX, interfaces, orchestration and engineering delivered as one coherent, production-minded system.
Build
05
AI & Automation Audit
A focused review of product value, workflow reliability, costs, risks and the most useful next step.
Advisory
Where Product Thinking Meets Automation
Decision layer
AI Product Ownership
I define the problem, desired outcome, priorities, evaluation criteria and human oversight. This keeps the product useful, measurable and grounded in real operating constraints.
Delivery layer
n8n & AI Agents
I translate the product logic into workflows, APIs, data transformations, agent tools, memory, monitoring and error handling that can operate beyond a demo.
Contact
Available for new projects
Have an AI product that needs a clear path forward?
Send me the problem, current stage and desired outcome. I will reply with the most useful next step.
strzinekdaniel8@gmail.com +420 603 731 527