Machine Learning Consultants

With the rapid and recent advances in machine learning, with AI making it possible for computers to understand images, text and real-world data, the opportunity to deliver machine learning solutions is both real and current.

Some programs, like recognizing a person on an image, would have an impossibly complex and difficult set of rules for a human to write.With Machine Learning, allows a set of examples to be provided with a program source code, which would be a complex program to write, something which immediately shows the value of such machine learning.

This kind of streamlined digital solution is where Appnovation thrives, using innovation and expertise to deliver tangible benefits for your business.

Your data is a window to our insights, and a roadmap to your success, using cutting edge machine learning and AI to help deliver competitive advantages.

Our machine learning experts will examine all aspects of your business requirements, including:

Solution Assessments

Understand your business metrics, project's risk, reward profiles, delivering a detailed project assessment and project development plan.

Prototype Builds

Demonstrating solutions based on analyzing datasets and building models using seamless, efficient, risk-reducing iterative prototype builds, ultimately designed to deliver a workable and profitable deployment plan for your organization.

Production Systems

Appnovation is all about working with you to transform our successful prototypes into your fully scaled production system. As a machine learning consulting company, we can host and manage your solution in the cloud, or you can retain your system on-premises, with our packages allowing for ongoing system management as your organizational needs grow.

During our solution assessment process, we adopt and agile and collaborative approach, ensuring that we visit you on site, to conduct in depth interviews with representative across your company, from executives to product managers, engineers and data scientists.

Our aim is to undertake a rigorous assessment of your data, and to understand whether key predictions are workable, as well as their ultimate level of efficacy. After research and collaboration, we can determine your technology requirements and potential approaches to suit your organisation.

Appnovation’s process includes dataset analysis, dataset creation, and a whole range of other machine learning and data services, all of which for a part of our expert solution assessments, including:

Detailed Data Analysis

Armed with all the relevant data, our team can perform a number of analysis operations, by looking at the most frequently occurring values for each listed variable. This will help us establish the best roadmap to transform those variables into a form which allows us to formulate a machine learning problem.

Annotation Gathering

Depending on the nature of the problem, our team will look to formulate a ground truth, or dataset which tells what the best solution may be. This information and solution is employed and deployed to train your models.

Model Development

Once we have completed our analysis of your dataset, and found signal, we look to build, evaluate and improve models. Appnovation’s tried and tested agile iterative approach allows for a rapid build, a swift efficacy assessment, and release of suboptimal models.

When the best business model fit is established, we can deliver a seamless transition to production process. Our machine learning experts will always support our clients, and continue to improve model efficacy, allowing us to seamlessly release new models to production as they become ready.

Model Management

Appnovation offer fully hosted machine learning and AI model management services, including full machine learning model deployment, monitoring, scaling and updating.

Our experts can take care of your platform, software development, model management and corresponding alerts associated with your machine learning and AI models, allowing you, and everyone within your organization, to direct and maintain your focus on developing your application.