Automotive Product Manufacturing

Quality assurance in automotive product manufacturing requires adaptation to a plethora of components and parts as well as tight quality requirements.

The developed computer vision solution enabled the customer to roll out an automated quality assurance process across their sites globally.

Benefits

• Cost savings and improved productivity through a higher level of automation
• More standardized quality assurance practice locally and across different sites

Read the full reference case here.

Cities’ customer service

Ability to respond promptly to citizen feedback is an important part of municipalities’ customer service today.

Developed Trimble Feedback AI extension provides citizens instant responses to their issues and supports city personnel in their work.

Benefits

• Improved end-customer service
• Cost savings and productivity improvements through automated content analysis

Read the full reference case here.

Forestry and Biomaterials Industry

Pulp production process requires 24/7 control to ensure that the end-product quality meets the requirements of customers with high certainty.

Developed deep-learning based predictive modelling application framework enables optimization both for pulp and board production, and it can be utilized in other domains due to its modularity and customizability.

Benefits

• Optimized production performance
• Improve profitability and sustainability through minimized use of chemicals

Energy Utilities

Safety of people moving within the infrastructures and sites, as well as safe working conditions for the operative personnel, has to be secured in any condition.

The developed solution is able to identify a human from far distant, manage difficult operative conditions and give instant warnings when a safety threshold is exceeded.

Benefits

• Improved safety of the operative personnel due to avoided site checks
• The developed solution is able to identify a human from far distant, manage difficult operative conditions and give instant warnings when a safety threshold is exceeded.

Read the full reference case here.

Automotive Industry

The customer was seeking an optimal solution that combines several different sensors like camera, lidar and radar.

We helped customers to find the right approach by making literature reviews and analysing each of them against the customer requirements.

Benefits

• Ability to combine domain knowledge with deep AI knowhow when selecting the right approach → time savings and more certainty to guide R&D

Applications for Dental Healthcare

Wide use of smartphones and the camera technology is opening up new ways to identify tooth problems based on early warnings.

We developed computer vision (CV) models that were embedded to a mobile application enabling end-users to make real-time tooth analysis and get recommendations based on analysis results.

Benefits

• Application end-user: Support for approaching dental healthcare when there is a real need
• Application provider: Ability provide new type of service to their customers

Energy Utilities

A typical power plant has a plethora of analog and digital meters whose values have to be read on a regular basis with adequate accuracy. This is a repetitive and time consuming activity.

Due to the limited amount of data we decided to use multiple computer vision methods, which enabled us to achieve accurate and reliable results also on edge cases.

Benefits

• Productivity improvements and better working conditions by avoiding tedious and time-consuming manual visual inspections

Read the full reference case here.

Retail Industry & Shopping Malls

The real estate and business owners have recently had mandates for improving social distancing awareness and meeting the official instructions and conditions without compromising privacy.

The developed solution enabled customers to keep track of the number of visitors and the congestion situation. It actively improved and guided the operation of all personnel and security staff.

Benefits

• Cost savings and high availability through automated 24/7 monitoring service
• High accuracy and reliability in detecting risk situation

Read the full reference case here.

Product Manufacturing for Healthcare

Healthcare equipment manufacturing is a challenging process to optimize due to extremely tight quality requirements and the dynamic nature of the production process.

The developed AI-based optimization solution enabled the customer to simulate and optimize the production process and use of resources without jeopardizing the production quality.

Benefits

Improved profitability and cost savings through

• Maximing the fullfillment of customer orders
• Optimal use of production line capacity and resources