The benefits of Machine Learning include higher-accuracy predictions and more actionable insights, lower costs and higher turnovers, increased flexibility and improved agility, as well as far greater convenience and efficiency.
Data-driven organisations are discovering new and improved ways to solve problems and challenges. They’re analysing data to extend their competitive edge still further and are well on their way towards digital transformation.
They’re in essence leveraging the fact that machines are far better and faster at identifying and extracting patterns in data than human beings are.Using these patterns, you’ll gain invaluable knowledge and insights that previously lay buried and unused.
Unlocking the potential
The knowledge and insights that Machine Learning unlocks can help your organisation in a wide range of situations including knowledge retention, decision making, prediction, sentiment analysis, anomaly detection and much more.
ML systems can learn how humans responded in similar situations in the past – invaluable if these decision makers are no longer available or have no time, or the number of similar decisions is now much greater. Moreover, the systems can analyse complex datasets with multiple variables that no human would ever be able to handle, let alone use to provide accurate recommendations (not to mention the associated time and cost).
Commonly implemented ML solutions involve personalising and refining online recommendations to boost e-commerce sales, analysing sentiment in articles, sifting through huge volumes of transactional data to detect fraud or implementing chatbots to provide first-line helpdesk support.
Once your organisation starts to see results, you’ll truly start to grasp machine learning’s full potential and want to leverage this on many other projects
The Trifork model of Agile Machine Learning:
For example
… a service centre to customise and optimise its decision-making processes, increasing its customer satisfaction levels?
… a service company to predict machinery maintenance requirements, improving its bottom line?
… a manufacturing facility to check its production process and finished product quality levels, slashing its reject rate?
… a law firm to extract information from its contracts and identify changes, reducing the need for human input?
… a call centre to implement a virtual assistant to help its new staff make better decisions?
… a healthcare provider to evaluate and recommend courses of medical treatment based on past cases, improving its patients’ quality of life?
Taking your first steps towards implementing Machine Learning isn’t as difficult as you might think, especially with Trifork at your side! The organisations we’ve helped so far all started where you are today.
Start the way they did by generating curiosity and awareness about ML’s potential and its value to your business and staff alike.
Next, create awareness of the huge volume of siloed and unused data available inside and outside your organisation and how you could be using it to your advantage.
Educate colleagues about the types of problem that ML can already solve based on past business cases and spot any similarities within your own organisation. And above all, involve as many people and parts of your organisation as possible to get fresh perspectives and new ideas.
Start identifying specific areas of your organisation that could benefit from ML’s core strengths – anything that involves knowledge retention, decision-making, prediction, sentiment analysis, anomaly detection…
-> Take one of Trifork’s ML workshops to discover where and how ML could apply to your business. (fill in the form to recieve information about the discovery)
-> Start embedding ML skills into your organisation to prepare for future demand.
-> Monitor and report your progress on an ongoing basis using KPIs and dashboards.
Trifork wholeheartedly believes that business comes before technology.
This is why we take the time to understand your business properly and why we listen intently to your needs, concerns and challenges.
It’s crucial that we get to the crux of any issue affecting your business before anything else.
When implementing ML, we work in sprints, as we do for our Enterprise Application Development. Sprints that rapidly generate tangible results with a measurable impact on your business. We repeat this process until we get you the results you’re looking for.
Working in this way means that Trifork can respond rapidly and adapt accordingly – constantly focusing on making iterative improvements.
ACTIONABLE RESULTS
Something we never lose sight of are actionable results. We don’t stop at theory, we always help you put theory, or a model, into practice – directly improving your processes and creating true added value.
CLOSED LOOP
Our approach is a closed loop. We’ll be at your side to identify the problem at hand, develop an ML solution and ultimately scale this solution to your production environment.
SUPPORT
We regularly organise meet-ups and accelerator workshops to guide your business swiftly from awareness through solutions to scalable systems.
Of course, we’re always available to assist and coach you through the process of implementing ML within your organisation. We’re here to lead the way.
we have been working with Machine Learning and Artificial Intelligence for some time.
Because of this, we have put together several standards or structures how we put together what we offer. This was on customer demand and might benefit other organisations as well.
ACCELERATE FOR ARTIFICIAL INTELLIGENCE (A4AI)
The first step taken with Artificial Intelligence is the most important one. This workshop gives you a good idea of the potential of (your) data and you will already get value from your first workshop.
More about A4AI
MACHINE LEARNING FOR AXON (ML4AXON)
Develop models with Machine Learning based on the data from the Axon event store for Understanding, Predicting and Reacting.
More about ML4Axon
ARTIFICIAL INTELLIGENCE FOR CUSTOMER CONTACT CENTRES
With Artificial Intelligence your customer contact can be optimised with functionalities for quick onboarding, first time right decisions, quick handling of call and employee and customer satisfaction.
More about AI for Contact Centres
HOW TO START WITH Artificial Intelligence – Machine Learning
To make an easy start and to find out the potential of Artificial Intelligence and Machine Learning for an organisation, we have created an easy and practical way to start. We call this Accelerate for Artificial Intelligence.
This start is without involving the whole organisation, but with the involvement of real users and business experts.
This is a 5-day workshop in which a model is created and tested and a solution prototype is created. After the workshop you know the way forward, to solve this and potentially more business challenges you face at the moment.
If you would like to learn more about this workshop, please download the brochure via the form below.
