Case Studies
Our case studies break down the real business impact of our solutions, showing the challenges faced, the AI-driven approaches applied, and the measurable outcomes achieved. You'll see exactly how smart technology turns problems into opportunities.
Industrial Warehouse Monitoring Dashboard
A leading supply chain company in the Frankfurt region faced a persistent challenge: its maintenance teams lacked real-time visibility into the operational health of key industrial assets deployed across the facility network. With 29 machines running simultaneously, emerging faults were often detected only after performance had already degraded or a unit had stopped entirely. Teams relied on manual checks, delayed sensor exports, and fragmented internal tools. Despite multiple attempts to streamline workflows, issues continued to appear without warning — triggering unplanned downtime, slowing material flow, and forcing the organization to operate reactively rather than strategically. The company needed a unified system capable of continuously monitoring all critical machines, detecting early signs of abnormal behavior, and translating raw sensor data into clear, actionable insights for operators, supervisors, and maintenance planners.
Enabled maintenance teams to act before issues escalated into downtime events
Warehouse environment that is more reliable, more predictable, and easier to manage
Industrial Warehouse Monitoring Dashboard
DESCRIPTION
A leading supply chain company in the Frankfurt region faced a persistent challenge: its maintenance teams lacked real-time visibility into the operational health of key industrial assets deployed across the facility network. With 29 machines running simultaneously, emerging faults were often detected only after performance had already degraded or a unit had stopped entirely. Teams relied on manual checks, delayed sensor exports, and fragmented internal tools. Despite multiple attempts to streamline workflows, issues continued to appear without warning — triggering unplanned downtime, slowing material flow, and forcing the organization to operate reactively rather than strategically. The company needed a unified system capable of continuously monitoring all critical machines, detecting early signs of abnormal behavior, and translating raw sensor data into clear, actionable insights for operators, supervisors, and maintenance planners.
RESULTS
Enabled maintenance teams to act before issues escalated into downtime events
Warehouse environment that is more reliable, more predictable, and easier to manage
Smart Shelf Vision for Retail Analytics
A regional retail chain approached orionic with a recurring challenge: frequent stock misplacements and empty shelves in their stores led to lost sales and poor customer experience. Manual shelf checks were time-consuming and inconsistent, especially during peak hours, making it difficult for store managers to maintain accurate real-time visibility of inventory on the shop floor.
Demonstrated a 30% reduction in restocking delays
15% increase in on-shelf product availability
Smart Shelf Vision for Retail Analytics
DESCRIPTION
A regional retail chain approached orionic with a recurring challenge: frequent stock misplacements and empty shelves in their stores led to lost sales and poor customer experience. Manual shelf checks were time-consuming and inconsistent, especially during peak hours, making it difficult for store managers to maintain accurate real-time visibility of inventory on the shop floor.
RESULTS
Demonstrated a 30% reduction in restocking delays
15% increase in on-shelf product availability
AI-Driven Decision Intelligence for Private Investors
Private investors today face an overwhelming volume of information. Financial news, social media discussions, and global market trends are constantly evolving, making it increasingly difficult for individuals to make informed investment decisions without access to professional analytics tools. The challenge lies in transforming this unstructured and rapidly changing data into clear, actionable insights that support smart, confident decision-making. During the Anthropic Hackathon organized by TUM.ai in collaboration with the Center for Digital Technology and Management (CDTM), orionic set out to address this challenge — to design a product that bridges the gap between cutting-edge AI technology and real business utility for private investors.
One of the top five outstanding solutions among over 200 participants.
AI-Driven Decision Intelligence for Private Investors
DESCRIPTION
Private investors today face an overwhelming volume of information. Financial news, social media discussions, and global market trends are constantly evolving, making it increasingly difficult for individuals to make informed investment decisions without access to professional analytics tools. The challenge lies in transforming this unstructured and rapidly changing data into clear, actionable insights that support smart, confident decision-making. During the Anthropic Hackathon organized by TUM.ai in collaboration with the Center for Digital Technology and Management (CDTM), orionic set out to address this challenge — to design a product that bridges the gap between cutting-edge AI technology and real business utility for private investors.
RESULTS
One of the top five outstanding solutions among over 200 participants.
Hikaru Sense AI (Hackathon)
W.P. Consulting, a Swiss financial advisory firm, struggled to stay fully informed during periods of high market activity. When markets opened, important news articles and financial updates were often overlooked, leading to delays in preparing timely analyses for their clients. This had a direct impact on the quality of their weekly podcasts, daily market reports, and urgent communications during force-majeure situations. The company needed a reliable way to continuously track market-relevant information and transform it into actionable insights without increasing the workload of its consultants.
orionic earned 2nd place among hundreds of participants
Hikaru Sense AI (Hackathon)
DESCRIPTION
W.P. Consulting, a Swiss financial advisory firm, struggled to stay fully informed during periods of high market activity. When markets opened, important news articles and financial updates were often overlooked, leading to delays in preparing timely analyses for their clients. This had a direct impact on the quality of their weekly podcasts, daily market reports, and urgent communications during force-majeure situations. The company needed a reliable way to continuously track market-relevant information and transform it into actionable insights without increasing the workload of its consultants.
RESULTS
orionic earned 2nd place among hundreds of participants
Digital Transformation Strategy for a National Youth Energy Association
BJE Aachen e.V., a national youth energy association, sought to strengthen its digital presence and improve communication with two key audiences — young professionals and potential corporate partners. The organization’s previous online channels did not fully reflect its mission of innovation, sustainability, and youth empowerment. Furthermore, limited functionality prevented seamless interaction with students and companies, reducing engagement and visibility within the national energy ecosystem. The association’s leadership approached orionic with a clear strategic objective: to design and implement a modern digital identity that could attract new members, improve partner communication, and position BJE Aachen e.V. as a forward-looking, nationally recognized voice in the energy transition dialogue.
Transformed its website into a strategic communication hub
Significant increase in student membership applications
Digital Transformation Strategy for a National Youth Energy Association
DESCRIPTION
BJE Aachen e.V., a national youth energy association, sought to strengthen its digital presence and improve communication with two key audiences — young professionals and potential corporate partners. The organization’s previous online channels did not fully reflect its mission of innovation, sustainability, and youth empowerment. Furthermore, limited functionality prevented seamless interaction with students and companies, reducing engagement and visibility within the national energy ecosystem. The association’s leadership approached orionic with a clear strategic objective: to design and implement a modern digital identity that could attract new members, improve partner communication, and position BJE Aachen e.V. as a forward-looking, nationally recognized voice in the energy transition dialogue.
RESULTS
Transformed its website into a strategic communication hub
Significant increase in student membership applications