Let's get in TVINN

HyunJun Park·2025년 5월 15일

Technology

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Hi, today im going to introduce new startup I'm currently interested in. It is a Berlin-based startup founded in 2024 and is currently incubated at TU Berlin. Their mission is to develop the world's best Production Planning System(PPS), helping planners make smarter, faster, and more joyful decisions.


⚙️ MARKET PROBLEM

Traditional supply chain systems have several limitations:

  • Outdated analytical methods
  • A focus on local rather than global optimization
  • A transaction-oriented design instead of processes-oriented workflows
  • Lack of explainability, leading to low trust and transparency

In particular, when systems are designed around transactions, they capture only isloated events rather than the entire process. This makes it difficult to identify inefficiencies, collaborate effectively, and predict future outcomes.
In contrast, a process-oriented design provides context, enabling smarter decisions and greater transparency. TVINN addresses these issues through data, simulation, and an intuitive interface.

💡 Value Proposition

TVINN's software enhances efficiency, simplifies production planning, and supports proactive, data-driven decision making.

  • 📦 30% reduction in inventory (bound capital)
  • 📈 250% increase in planner efficiency
  • ⏱ Improved On-Time Delivery (OTD)
  • 🔍 Predictive insights & explainable AI

🧠 Technology & Innovation

To better understanding real market needs, TVINN conducted over 250 user interviewes and 100 users tests across 11 production sites. Their solution has been verified by 7 customers across 3 continents.

Main technology are:

  • process-driven workflows
  • intuitive and user-friendly interface
  • holistic optimization with advanced analytics

👥 Team

With over 8 years of research experience (including 2 PhDs), the team combines startup agility, and technical depth in analytics, machine learning, and simulation.

📊 Early Traction

TVINN has received funding from BMWK and EU public programs, along with angel investment. They have already onboarded 7 enterprise clients, and the team currently consists of 11 employees and freelancers.


Thank you for reading and I'll come back with more details about TVINN next time@!!🚀

profile
Operations Research | Optimization under Uncertainty | Data-driven forecasting | Supply Chain Management | Enterprise Resource Planning

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