The planning phase. We exchange domain knowledge with the client, identify AI opportunities and create a roadmap for the most promising opportunity.
The development phase. We gather the necessary data, build a proof-of-concept and iterate it into the AI Solution. The collected data can be anything - for example images, text, numbers or signal data.
The use phase. We build the data pipeline, integrate the AI Solution and maintain it.
Our client had envisioned a new predictive service for their platform which would speed up their customers' process and increase safety. For our proof of concept we designed an LSTM neural network and created a novel process activation detection algorithm. The network used sensory data to predict previously unknown process values. We delivered excellent results, however we cannot go into further details as the work is currently under a patent survey.
One of our founders researched and published a paper on cell nuclei segmentation at Aalto University. The output of the research was a novel ensemble model combining the predictive power of multiple different neural networks. The ensemble model achieved state-of-the-art results leading the paper to be accepted into International Symposium on Biomedical Imaging.
Our client was experiencing problems machining hard metal which lead to unstable production and inefficiency. We were tasked with predicting breakdowns for the milling machine to allow the machine operator to carry out tasks instead of monitoring the machine. We used automation and sensory data to build software which predicts breakdowns in real-time and warns the operator in advance. Next we will roll-out similar software in other operations in the company.
“Based on our experience we can recommend Labra AI as a partner for artificial intelligence applications.”
“Their capability to learn and identify essential problems from our domain and case within given time frame was really magnificent.”
“We can recommend Labra AI as a partner for artificial intelligence development.”
“The project in its entirety was a very positive IT project compared to other similar cases.”
“Working with Labra AI was a pleasure. Everything just worked and project was completed in promised schedule.”
“We were very pleased with the services provided by Labra AI and the fact that they were able to accelerate our adoption of machine learning and artificial intelligence.”
Martti formulates business problems into artificial intelligence specifications and builds proof of concepts.
Oskar, whose background is in machine learning research and software development, builds state-of-the-art artificial intelligence.
Johannes, whose experience ranges from electronics design to software development, integrates hardware and software seamlessly together.
Ville understands the clients' business needs and enables frictionless collaboration between the client and Labra.AI.