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Xomnia is a word combining the letter ‘X’ – the unknown – and “Omnia” – Latin for everything. Our team of data scientists and big data engineers are trained to find the undefined – X – in all the relevant data sources – Omnia. This unknown – X – is untapped business value. Combining the X and Omnia you get the Xomnia spirit. Eager, curious and dedicated people, who have the belief that the future is big data.

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Embrace a data-driven future

Launching new data-driven product development internally can be a hardship. X-Force teams brings perspective and expertise to new or entrenched AI related development challenges and rapidly delivers solutions that will catalyse your business process. Our teams are trained to interpret your business needs, then work collaboratively to develop and implement data-driven products that increase efficiencies and prove the added value to your business.

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Multi disciplinary team

X-Force teams combine the skills of an analytics translator, data scientist and data engineer to interpret, analyse and build you the perfect solution. Our teams run Agile sprints leading to rapid deployment of products. From big data problems to machine learning models, we can help.

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Production pipeline

From the idea and concept phase to data analysis, data collection, and product deployment, X-Force teams will lead you through a proven process. Expect rapid deployment of quality products tailored to your environment. We’ll build tools that change your business process.

Collaboration

Deep collaboration

Understanding your business needs and work style is crucial to our success. We work closely with you to achieve maximum business value. We aim to create more than a product. We build institutional knowledge and capacity by sharing our approach and development process.

CRISP-DM cycle

Our way of working


  1. Business Understanding 
  •  determine business objectives
  •  assess situation
  •  determine data mining goals
  •  produce project plan

2.Data Understanding

  • collect initial data
  • describe data
  • explore data
  • verify data quality

3.Data Preparation

  • select data
  • clean data
  • construct data
  • integrate data
  • format data
  • dataset description

4.Modeling

  • select modeling techniques
  • generate test design
  • build model
  • assess model

5.Evaluation

  • evaluate results
  • review process
  • determine next steps

6.Deployment

  • plan deployment
  • plan monitoring and maintenance
  • produce final report
  • review project

Benefits

Bringing in an X-Force team cuts through bureaucracy and delivers change in a matter of months. From customer experience to internal processes, working with a Xomnia X-Force team will accelerate your potential business goals: smarter business, cost reduction, highly skilled people, velocity, new products & services, more efficient operations higher profits and a happier customer.

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