Company · Leipzig

KnowFab GmbH i.G. is a Leipzig-based company for industrial AI software

We build AI-based software for engineering, quality, and production. The goal is measurable operational value: better decisions, more stable processes, and transparent analytics.

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Location: Neumarkt 31, 04109 Leipzig. Deployment: on-premise or SaaS depending on customer requirements.

Focus on industrial AI
Explainable and integrable AI software
Engineering, quality, and production as core fields
Company profile

What KnowFab GmbH i.G. stands for

KnowFab GmbH i.G. builds industrial AI software for engineering, quality, and production with a strong focus on explainability and measurable operational value.

Our core approach combines domain-specific process knowledge with data-driven models so decisions remain robust, auditable, and integrable into existing workflows.

We focus on productive deployment instead of isolated AI demos, covering the full path from data foundation to model logic and technical integration.

Our path

  • Starting point: hands-on industrial practice in quality and testing with focus on real process challenges.
  • Methodological core: development of explainable AI for quality prediction of joining connections.
  • Productization: transfer into scalable software modules for recurring industrial use cases.
  • Growth: expansion through pilot customers, strong references, and partnerships in manufacturing.

Company: KnowFab GmbH i.G.

Location: Neumarkt 31, 04109 Leipzig

Team

Competence from industry and delivery

KnowFab GmbH i.G. is built by a founding team with experience in industry, AI architecture, software delivery, and strategic B2B development.

Tom Suesskind, Co-Founder · Managing Director at KnowFab

Co-Founder · Managing Director

Tom Suesskind

Tom Suesskind is Co-Founder and Managing Director of KnowFab GmbH i.G. and brings more than ten years of experience from the automotive industry. His focus is on planning new inspection technologies and leading digitalization, IT, and AI projects. This experience directly shapes the build-up of KnowFab GmbH i.G.

Awards (Selected):

  • Porsche Innovation Award 2025: Explainable AI for quality prediction of joining connections
  • Porsche Innovation Award 2023: Digitalization of manual quality inspection processes in body manufacturing

The methodology developed in this work is the technological foundation of KnowFab GmbH i.G.

Miya Li, Co-Founder · Technical Architecture at KnowFab

Co-Founder · Technical Architecture

Miya Li

Miya Li is Co-Founder of KnowFab GmbH i.G. and is responsible for the overall technical architecture of the products. She combines industrial AI systems, data-driven process analysis, and domain-specific process knowledge into robust architectures for AI models, knowledge graphs, and edge as well as cloud systems.

  • Machine learning, computer vision, and time-series analysis
  • Building and using knowledge graphs in industrial applications
  • Real-time capable AI architectures for edge and cloud systems
  • International project experience in industrial environments
Jan Paul Buchwald, Advising Co-Founder · Strategy and Technology Advisory at KnowFab

Advising Co-Founder · Strategy and Technology Advisory

Jan Paul Buchwald

Jan Paul Buchwald supports KnowFab GmbH i.G. as Advising Co-Founder on strategic and technological questions. As a software architect and entrepreneur with his own consulting firm, he brings extensive experience from the German B2B and automotive market as well as from building SaaS and cloud business models. His perspective strengthens market positioning, product focus, and the assessment of technological options.

  • Software architect and tech lead with his own consulting company
  • Extensive experience in the German B2B market and the automotive sector
  • Expertise in market-entry strategy and business model development for SaaS and cloud products
Collaboration

Working with KnowFab GmbH i.G.

Projects start with clear target definition, fast feasibility assessment, and explicit decision gates. This creates early clarity on value, effort, and constraints.

Project principles

  • Clear roles and technical counterparts on both sides
  • Transparent project status with documented decisions
  • Measurable targets for quality, stability, and delivery progress
  • Stepwise expansion from pilot to productive operation
Office

How to find our office

Our office is centrally located in Leipzig. For on-site meetings, we recommend a short coordination via the contact form in advance.

Directions

  • Address: Neumarkt 31, 04109 Leipzig
  • Public transport: central location with short routes from inner-city stops
  • Car: parking options available in nearby city-center parking garages
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