The purpose of the training is to familiarize customer’s personnel with the concepts of AI and what it means in practice.
Training consists of going through the general idea behind the following machine learning models and concepts with practical examples: natural language processing, boosting, support vector machines, neural networks, deep learning, logistic regression and unsupervised / supervised / reinforcement learning. AI training takes approximately 4 hours.
AI prestudy consists of exploring existing data and evaluating possibilities to utilize AI/Machine learning or other techniques that would improve current solutions or solve existing problems.
If you would like to learn more about fundamentals of AI we suggest going through our AI training first. This way our collaboration is more fluent and we can achieve better and faster results together. Prestudy lasts 2–4 weeks.
AI solution can be implemented after the AI prestudy. In the AI solution we start by implementing a proof-of-concept. We have estimated that around 70–80% of the work when implementing the first ML models is related to understanding and converting existing data.
We automate the tasks that convert the existing data into a usable format for machine learning models. This way it is much easier and faster to test multiple ML models with smaller data sets which helps determining correct models and/or network structures.
The implemented PoC can be tested and evaluated for productization after it has been implemented. Productization of the PoC consists of more traditional software design work in which our AI buddies are also able to help.
Aiso offers its AI experts to work as part of an existing team. We can work either onsite or offsite depending on your needs.
Our AI Buddies love solving complex problems, enhancing productivity, working together and most importantly having fun and enjoying while doing so!
We have the most experience related to AI consultancy services with the following frameworks and technologies:
C++, Python, Tensorflow, Keras, scikit-learn, numpy, OpenCV, Tesseract OCR
Consultants at Aiso are able to deliver a whole new product or part of an existing product in an agile manner as a project entity.
We can execute complex projects in house but our consultants can also work as part of an existing team offsite or onsite.
Our experienced consultants can work in different roles within a project, such as project managers, software architects or software designers.
Proof-of-concepts in software industry are the most used strategy when the story of a fresh new idea for a product is about to begin. We at Aiso love bringing new creative ideas to life from the very first phases.
PoC should be deployed fast to test the idea in the markets and we are confident that PoCs made by us are usable in 2–4 weeks! If the idea is proven to be worthwhile by PoC, Aiso is able to implement MVP and finally the end product.
Aiso offers its consultants with their special domain and technological knowledge for short term problem solving and urgent needs.
We are able to travel on site across the world and work there for at least 1–4 weeks.
We have the most experience related to Software consultancy services with the following frameworks and technologies:
Modern C/C++, Qt/Qml, C#, .NET, Java, JS, React, React Native, NodeJS, Python, OpenCV, Tesseract OCR, MySQL, PostgreSQL
We have the most experience related to Software consultancy services with the following tools and methods:
UML, BPMN2, Agile, Scrum, Kanban, Lean, Odoo ERP, Gitlab CI/CD, Ansible, Docker, Apache2, IIS