Services

Machine Learning as a Service (MLaaS)

Featured insight

What is Machine Learning as a Service and when should businesses consider using it?

31 October 2023

HOW IT WORKS

How Our Machine Learning Services Work

INTRODUCTION

Calligo’s Machine Learning as a Service (MLaaS) service is designed to allow organisations of all sizes and budgets to access data science capabilities.

Calligo’s Machine Learning as a Service (MLaaS) was designed from the ground up by working directly with clients across diverse industries and use cases. Our service provides end-to-end support for your machine learning needs. We empower businesses to make better decisions and gain insights that were previously impossible. 

Our platform is scalable and flexible to meet the changing needs of your business. No matter the size of your business, we can help you grow your business in the ways that matter most. 

Our service is underpinned by best in class data privacy and security to keep you worry free as data privacy and security laws evolve. We help you unlock the potential of your data with a partner you can trust.

How it works

Define the Strategy

Our Data Scientists use our Data Science by Design methodology to help you understand how machine learning can be used to address your business needs. Our highly skilled consultants will work with your business and data experts to comprehensively define the ML problem and outline the recommended roadmap to achieve the required project goals. We make sure you have a solid plan in place with measurable goals to help you quantify and measure success.

Build the Models

Now that we’ve developed a plan together, we’ll implement it using our Science+Data methodology and best-in-class models with a focus on ROI. Our models are architecture agnostic and can be deployed on our infrastructure or yours. We make sure that you are informed along the way by providing you with summaries of the data exploration, feature engineering, and model effectiveness. We seamlessly integrate with your systems so you can focus on the outcomes.

Manage & Monitor

Once built, we deploy our models on our infrastructure or yours. All our models come with a comprehensive monitoring suite to ensure reliability of results and continuously monitor the data and predictions for drift. We partner with you to keep the model outputs relevant to the business with a long-term focus on ROI. If you’ve deployed on our system we manage access, availability, and accessibility of all our models. We’re not here to just develop and hand off a model. We’re here to partner with you for the long-haul and focus on long-term business success.

MACHINE LEARNING USECASE ASSESSMENT TOOL

Understand which use cases for Machine Learning work best for your organization

Use Calligo’s unique ROI dashboard to understand the most beneficial use cases for Machine Learning in your sector or department.

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BENEFITS

Your ambitions depend on better knowledge, deeper understanding and more actionable decisions.

Service

We don’t just deliver a model, we work with you to grow and advise your initiatives. We continuously look to improve our models and work with you as your goals and objectives change.

Outcome

We work with you to identify specific Machine Learning use cases for your business with clearly defined outcomes. Our Data Science by Design methodology prioritizes solutions that will drive the outcomes important to your business.

ROI

We apply deep industry experience to de-risk the solution and innovative mathematics to increase your return on investment. We plan how to measure the return on your investment from the start and provide you with confidence in our solution.

Cost

Unlike others in the market, we combine innovative technologies and human intelligence to deliver solutions that are 25-50% cheaper than off-the-shelf alternatives. Our combination of people and technology delivers you better solutions at an affordable price.

Risk

85% of ML projects fail to deliver, with only 53% reaching the production phase. At Calligo, we deliver end-to-end Machine Learning solutions and manage the full delivery from prototype to production.

Ability

Calligo isn’t just a firm of data scientists. We’re also data engineers, data visualization experts, data privacy experts, and cloud service experts. We can bring on the right talent to ensure your projects are successful and grow with the changing needs of your business.

Accuracy

At Calligo accuracy is more than a number. Our model’s performance is measured across a full suite of metrics to prioritize overall accuracy, model robustness, and business impact. We retrain our models regularly to maintain performance even as conditions change.