Customized AI Solutions
Sharing AI insight and best practices to solve your meaningful business problem
Practical problem solving by combining customer domain knowledge and our AI know-how
The AI technology market today provides a vast spectrum of powerful tools that is done in industries and by domain professionals. Key is to understand what AI approach and set of tools can provide the biggest benefit for a given task. Top Data Science co-creation collaboration model has been proven to provide excellent results, which can be taken to production at a fast pace.
Example Application Areas
Improving Customer Feedback Service with Real-time AI
Trimble Feedback AI extension provides benefits and help both for persons giving feedback and for the authorities processing it. The AI functionality includes identifying the feedback context and providing automatically new information for the user. It also helps the work of authorities processing the feedback through automatic interpretation and analysis. The AI extension was developed in collaboration with Top Data Science, Trimble and cities of Lahti and Jyväskylä.
Industrial Instance Segmentation
Implementation of a computer vision solution to perform industrial instance segmentation and counting.
The customized AI solution enabled aggregated statistics of the instance sizes & shapes and intuitive visualization of the prediction results.
Cash Flow Prediction
The project included creating a deep neural network based solution to predict end of year cash flow to enable more accurate financial planning and forecasting.
The AI solution was developed using millions of rows of sensitive invoice data for model training.
AI for Smart Device Test Robot
The solution included a deep learning based cosmetic fault detection engine for a smart device test robot.
The solution achieved high accuracy and flexibility for different screen quality classification fault categories. The result was achieved by using only a small data set of good/defective items.
By utilizing the state-of-the-art advancements in Natural Language Processing (NLP) and Natural Language Understanding (NLU), our text analytics solutions enable efficient insight creation and fast information retrieval from structured and unstructured data.
Deep learning based solutions such as Named Entity Recognition, Text Summarization, Machine Translation, and Question Answering are customized for specific business needs. Our AI models work in a multi-lingual manner and can be combined with other data modalities such as images.
Natural Language Processing (NLP), Text Analytics
By utilizing the state-of-the-art advancements in Natural Language Processing (NLP) and Natural Language Understanding (NLU), our text analytics solutions enable efficient insight creation and fast information retrieval from structured and unstructured data.
Deep learning based solutions such as Named Entity Recognition, Text Summarization, Machine Translation, and Question Answering are customized for specific business needs. Our AI models work in a multi-lingual manner and can be combined with other data modalities such as images.
Benefits
New insights how to utilize AI in customer business
Improving productivity and efficiency through AI
AI best practices shared and utilized
Proven track record of co-creation and successful delivery
Ability to solve the toughest problem with AI innovation
Fast delivery from proof-of-value to production
Testimonial
“The functionality helps the citizens, and thus us as well, when we do not need to reply to replicating topics. Everyone will benefit from this.
Also when a citizen sends a feedback and wants it to be public it is published rightaway. With the AI extension we can continue with the same open principle, but can do that with higher level of data security and privacy.”
Janne Hartman
GIS Manager
City of Jyväskylä
Trimble Feedback AI News
Top Data Science AI takes cities’ feedback service to a new level
Trimble Feedback AI extension interprets the content of a citizen feedback automatically and guides the user to relevant information. Through Trimble Feedback citizens and stakeholders can provide feedback in a digital format to the municipality easily and quickly…