AI in manufacturing
Exploring how AI can support production planning, quality workflows, and operational decisions. Start with a real bottleneck, understand the available data, and define what a useful outcome looks like.
AI / BUSINESS / MANUFACTURING
I’m Mateusz Kasprzak. I connect business thinking with engineering to explore what AI can do for manufacturing, operations, and the people behind them.
AI in Wrocław. Open to collaboration beyond it.

01 / THE FOCUS
Technology earns its place when it helps people make better decisions, reduce repetitive work, or improve how a business operates.
Exploring how AI can support production planning, quality workflows, and operational decisions. Start with a real bottleneck, understand the available data, and define what a useful outcome looks like.
Designing agent workflows that connect information, assist teams, and handle repetitive tasks. Clear permissions, human oversight, and measurable outcomes belong in the design from day one.
Connecting AI with the systems and processes a business already uses. From internal knowledge to reporting and workflow automation, the aim is practical adoption that fits the organisation.
02 / THE APPROACH
My perspective brings together engineering, operations, and business analysis. I’m interested in the space between an ambitious idea and something a team can actually use.
For AI integration in a company, that means understanding the workflow before choosing the technology, while keeping people, data boundaries, and operational constraints in view.
Find the friction, speak with the people doing the work, and define the business objective.
Choose a bounded use case, assess the data, and agree on permissions and success criteria.
Test usefulness in context. Keep human review where it matters and let evidence guide the next investment.
03 / OPPORTUNITIES
I’m open to business partnerships, focused AI projects, and conversations with people improving how industry works.
AI WROCŁAW / A LOCAL CONNECTION
Interested in AI for your company in Wrocław? Let’s discuss where manufacturing AI, AI agents, or integration with existing business systems could make a practical difference. I welcome conversations with local industrial teams, founders, and potential partners.
AI dla firm we Wrocławiu. Porozmawiajmy o sztucznej inteligencji w produkcji, agentach AI i integracji AI z procesami biznesowymi.
LET’S CONNECT
A business challenge, a potential partnership, or an idea worth exploring.
I’d be glad to hear about it.