Theme · 11 projects

Industry & operations

Machines, maintenance, field service and supply chains: tools for technicians and operators.

A technician in a face mask gives a thumbs-up while testing a prototype on a workshop trolley
Highlights
All 95 projects

What’s new

Operators and cobots signal position and intent to each other in both directions

COEX

with IMA

Team from Bologna IT

Physical product2019/20

What’s new

A clip-on camera and sensor kit lets planners diagnose machine errors remotely

IRIS

with BMW Group

Team from St. Gallen CHPotsdam DE

50 %Projected Less time spent troubleshooting machines

Platform2019/20

What’s new

A portable frame with self-centring tyre targets calibrates windshield cameras at customers

Beamm

with Saint-Gobain

Team from Paris FR

2×faster calibration, tested with technicians

Physical product2020/21
All projects in this theme · 8

More projects in this theme.

BlueCore AIA voice-first AI assistant that lets seafarers retrieve information and document work hands-free.Deep Blue FoundationSan Francisco US · Paris FRDigital service2025/26

Problem

Merchant seafarers communicate, document and monitor at the same time. Screen-based systems interrupt their workflow and add cognitive load while their hands are already busy.

What they built

BlueCore AI lets operators speak naturally to access information, check schedules and complete operational records. It turns spoken input into structured documentation without replacing professional judgement.

Impact

Crews stay focused and report faster. For maritime stakeholders, the concept shows how human-centred AI can improve efficiency while supporting well-being, privacy and trust.

Crystal BoxA forecasting add-on that explains AI predictions and lets forecasters add context, for the Supply Chain Chair.Chair Supply Chain of the FutureParis FRDigital service2024/25

Problem

AI-driven sales forecasting delivers accuracy but no explanation. Forecasters cannot justify predictions to stakeholders, so even correct predictions go unused.

What they built

Crystal Box shows why the AI's predictions change and lets forecasters add contextual factors such as exchange rates, weather or strikes that lie outside the model's training data.

Impact

Forecasters present AI insights with confidence. Sponsors tackle low AI adoption and recover the value of their forecasting investments.

Volvo AI AssistantJack, an AI assistant that guides operators through basic troubleshooting on remote construction sites, for Volvo CE.Volvo Construction EquipmentKarlskrona SE · São Paulo BRDigital service2024/25

Problem

When a machine fails on a remote construction site, a mechanic can take hours or days to arrive. One breakdown can halt the whole operation.

What they built

More than half of machine issues are simple. Jack combines AI and computer vision with Volvo's official documentation to guide operators through diagnosis, so mechanics are called only when needed.

Impact

Less downtime and lower costs for users. Volvo CE collects real-world data on recurring failures to refine maintenance and machine design.

The Volvo HSA system that adds operators' daily check-up observations to machine data for predictive maintenance, for Volvo CE.Volvo Construction EquipmentKarlskrona SE · São Paulo BRDigital service2023/24

Problem

Downtime is the common enemy on construction sites. Machine data lacks context, and stakeholders struggle to access critical information about equipment health.

What they built

The Volvo Human Sensor combines information from the operator's daily check-up with sensor data from Volvo's ActiveCare, supported by AI analysis and AR-guided inspections.

Impact

Richer context for diagnosis and fewer unplanned stops on site.

DriveAutoA remote-service dashboard that connects technicians and customers with live assistance and automatic documentation.SEW EurodriveKarlsruhe DE · Dublin IEDigital service2022/23

Problem

SEW needs to integrate a remote service option into its maintenance offering. Customers expect convenient support, and the choice affects profitability and competitiveness.

What they built

DriveAuto bundles Live Assistance, Serial Lookup, Automatic Documentation, Call Invitation and a Knowledge Base so technicians spend less time on manual tasks and more on customers.

Impact

Customers get prompt help without on-site visits; response times and downtime fall. Technicians work more efficiently.

VigiaA mobile app that manages stock, scheduling and customers for automotive glass repair centres.Saint-GobainSão Paulo BRDigital service2020/21

Problem

Replacing a vehicle's glass is complex. How can the efficiency and quality of service in repair centres improve?

What they built

Vigia handles inventory checks, stock movements, scheduling and customer registration, with a dashboard that summarises operational information.

Impact

Faster, more accurate stock control and smoother scheduling let repair centres serve more customers. Saint-Gobain could expand its database.

DIGITAL Mechadigital solutionsA roller-coaster maintenance service built on sensor bolts that monitor critical joints and pre-fill reports.PoggipoliniKyoto JP · Bologna ITService concept2018/19

Problem

Find new applications and services for Poggipolini's SENS-IN bolt, a fastener with embedded sensors, including a business model for a new market.

What they built

SENS-IN bolts measuring vibration and self-loosening sit at critical points of a roller coaster. Software monitors them continuously and generates pre-filled maintenance reports on a tablet.

Impact

Cheaper, better-documented maintenance for parks and design data for manufacturers. Poggipolini moves from product to service provider.

Plan&SeeJana, an AI chatbot that routes prototype requests from Plansee's customers to the right expert.Plansee GroupSt. Gallen CH · Kyoto JPDigital service2017/18

Problem

How might Plansee create the best prototyping experience for key customers and employees by redesigning the onboarding of new projects?

What they built

During a new prototype request, the chatbot Jana acts as a personal online assistant, analyses the input and connects the customer with the relevant expert.

Impact

Transparency through shared data, simplicity through a natural interface, and efficiency gains as the process improves with use.