Artificial intelligence development and Machine learning solutions for your business!
The AI software development company that will deliver your project with guaranteed quality, stability and security
Incorporate the power of Machine Learning and Artificial intelligence in your product with our ai consulting services and machine learning solutions.
AI is changing the world and you should not stay behind. Whenever you already know how AI can transform your business or you want some help with identifying how it can be applied to your products and services - our world class experts can help.
We are experts in data manipulation, as part of our artificial intelligence services, whether it is a data cleaning, multiple sources integration or sophisticated preprocessing we can efficiently prepare your data for optimal use.
Natural language processing
Conversational and topic specific bots that let the AI handle the most common requests and cut your customer support budget. Make the interface between your services and the customer more natural and intuitive.
We have success stories with CloudCar to implement in-car personal assistant - processing voice commands and determining the intention of the driver.
Sentiment analysis and document classification allows you to automatically process big amounts of unstructured text information such as survey results, customer feedback, product reviews or social media posts and news.
Analyse the behaviour and preferences of your customers so you can offer them the options that will fit them best.
Convolutional networks for object recognition and tracking.
We have worked with Powerdrone to automatically processing drone collected images and identify specific features in them.
Sophisticated deep models for data processing. Processing data points with thousands of features to discover non-trivial relationships and patterns in them.
Dreamix has implemented complex, multidimensional analyses for predicting risks in insurance business as part of our machine learning consulting services.
Allows you to see where the important numbers are going, using all the data you already have and state of the art ML techniques - improve your capacity planning, supply chain management and optimise business processes and customer satisfaction.
Machine learning at scale
Extract maximum value from your big data by utilising tools like Spark MLlib and cloud based ML and infrastructure offerings from major providers like Google, Amazon and Microsoft.
Securing ML/AI models against adversarial attacks
Machine learning models are quite fragile. They evolved in the 'friendly' environment of university labs and were made to perform well enough on naturally occurring examples. Now they are out in the wild and they are facing a hostile environment where intelligent and motivated adversaries are intentionally trying to compromise them. They can be tricked with adversarial examples, manipulated through data set poisoning or compromised to expose the possibly valuable and sensitive data used during the training of the model. In Dreamix we apply the latest achievements in adversarial machine learning to verify and secure your machine learning models as part of our machine learning services. If your AI based solution is handling important tasks in the real world - it is critical to make sure it is protected.
Why choose Dreamix as your Artificial Intelligence Outsourcing & Machine Learning Solutions Company
Dreamix is a software development company with more than 12 years track record of successful projects. We provide quality end-to-end software product development services following the highest enterprise standards with even higher devotion. With 97% retention rate we have been recognized as a reliable partner from enterprises, institutions and startups.
Stability, quality and security are guaranteed in a partnership as we only take part in projects that are in our field of proficiency and always strive to provide the most effective solutions. High expertise is the basis that each and every one of our employees must prove in order to start working for Dreamix. The adept knowledge of our developers helps us provide services that are classified beyond technology and makes us a smart choice when picking an artificial intelligence outsourcing partner.
"I'm very happy with the team and with the results they provide. I like the professional and structured way the team organise the work. The consequent implementation of scrum methodology helps a lot to keep track about the project and on the other hand react in a flexible way on the changes that come along. I also appreciate the decisive way of using new technologies and competent implementation of those. One of the good qualities of the team is to recognize side effects of some implementations. This helps a lot to avoid implementation that ends in a disaster. I also appreciate the manner of managing the project, professional and still flexible."
Rafael Krysciak, Project Manager, net mobile AG
"Dreamix recently developed a project for RGB Spectrum which has been integrated into one of our regular product offerings. The Dreamix team was very capable, focused and helpful for the duration of the project, despite getting less support than they deserved during the project. Instead of just writing about how I would recommend Dreamix, I will illustrate it by noting that I have just launched another project with them."
Lynton Auld, VP of Engineering RGB Spectrum
"So between about January and June of 2015, we engaged the Dreamix team and worked closely with them, during which time a few things became very apparent very quickly: first, these were some genuinely talented developers; second, they really cared about Twibble, to a legitimately passionate and emotional degree; and third, they must be superhuman as they actually never sleep. Seriously, it didn't matter what time of day we'd email or Skype them, somebody was always there to respond, ten hours ahead of our San Francisco timezone. It has been our profound honor and privilege to work with them, and we look forward to making Twibble the NBT -- that's "Next Big Thing" -- with them"
Marc Hoag, CEO & Co-Founder, Twibble
"We have been working with Dreamix for 6 months and their expertise in Oracle ADF and Business Intelligence has helped us evaluate our future strategy in these key areas. Not only have we been struck by the professionalism in their service delivery and value for money but importantly to us the people we have dealt with have been a joy to do business with. This friendly and collaborative attitude combined with their expertise has broken down barriers in our own team and improved the reputation for outsourcing which was required after previous bad experiences with other suppliers. Well done Dreamix!"