Define Data and AI Strategies

Identify and determine the value of data & AI at your company using Xomnia’s data value proposition method
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Not sure where to start with data & AI? You’re not alone

Many organizations nowadays suffer from an AI-FOMO: With so many state-of-the-art use cases and success stories out there, how can you choose the best solution for your company or keep up with this fast-paced world?

Common AI-related questions that companies frequently ask include:

  1. What can I achieve with data & AI in my company?
  2. How can I fulfill my data & AI ambitions?
  3. Where do I start with the development of a data product?
  4. When should I do what in the process?
  5. Does my data product live up to its promise? 
  6. My data project is stuck - help!
  7. The data product is mature enough - now what?

Our advice for those companies is to precisely define how data and AI add value to them (or not) and to plan where to implement them by: 

  1. Defining their data value proposition

Define the data value proposition for your company

At Xomnia, we believe that AI and data should be tailored to solve challenges in your company, and not the other way around. To ensure this, we start the journey to creating and executing  your data-driven strategy by clearly answering the following questions:

  1. WHAT are the data opportunities for your company & WHY should your company chase these opportunities? 
  2. HOW might your company achieve the selected use cases? 
  3. WHICH data products and organizational enablers need to be developed, and when?

Get a free consultation
Get a free consultation

Xomnia’s AI value proposition method

Xomnia can help your organization from the early stages of defining your data and AI strategy and roadmap. We outline below how our data experts will help you kickstart or enhance your data-driven strategy:

To define the WHAT, WHY and HOW of your data project

Xomnia developed the AI value proposition method, consisting of:

  • Discovery workshops: Identify and rank the pains & gains with the guidance of an analytics translator from Xomnia
  • Use case definition: Match data-solutions with your challenges using our use case canvas
  • Analysis and selection: Rank use cases based on estimated value

To determine the WHICH of your data project

We developed an organizational assessment and a roadmap method:

  • AI maturity scan: Aims to assess the current state of data and AI at your organization 
  • AI roadmap: Helps in filling the gaps between your current and desired states

Tap into your data driven potential with us
Tap into your data driven potential with us

Demystifying AI strategy: Xomnia’s AI value proposition method

Xomnia's Lead Analytics Translator Jasper Küller elaborately explains in this blog the steps to define an AI strategy, and Xomnia's AI value proposition method.

Does your AI strategy match your company’s data maturity level?

Analytics Translator Robin van den Brink explains in this blog how to run and finish the marathon towards data maturity, from determining your organization's current state, to setting a sustainable AI roadmap.

Our use cases

Get inspired by a selection of our work.

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Transport & Logistics

Supporting DAF Used Trucks with a single source of truth and real–time data streaming

Finance & Insurance

Strategize, organize, capitalize: the journey of ABN AMRO Verzekeringen towards data-drive...

Manufacture

TATA Steel predicts manufacturing problems with machine learning

Finance & Insurance

ARAG Insurance seizes the power of automation with data lake technology

Retail & E-commerce

Albert Heijn Technology advances its data driven capabilities with Xomnia

Government & Municipalities

Boosting citizen participation with data science for the Dutch Ministry of I&W Management

Environment & Sustainabilty

Enexis prepares for a sustainable future with predictive models

Polaroid boosts customer relationship through centralized data platform

Transport & Logistics

Vanderlande uses IoT technology to enhance its operations with data

Telecommunications

VodafoneZiggo keeps customers connected with automated deviation detection

Transport & Logistics

Helping ProRail optimize its operations with predictive models

Healthcare

Xomnia collaborates with LUMC to advance medical image analysis

Retail & E-commerce

HEMA collaborates with Xomnia to migrate to a new digital system on AWS Cloud

Transport & Logistics

Shipping Technology, a journey towards autonomous shipping!

Energy

Enexis uses machine learning to prepare for an increasing number of electric vehicles

Environment & Sustainabilty

A robust and scalable data ingestion system for The Ocean Cleanup

Manufacture

TATA Steel creates a single source of truth of data using data lake technology

ProRail builds big data analytics infrastructure with Xomnia

KLM partners with Xomnia to re-skill its employees in data science and analytics

Energy

Xomnia helps Enexis facilitate renewable energy transition with data

Telecommunications

VodafoneZiggo using a recommender engine to boost its B2B online experience

Government & Municipalities

KVK enhances its web services with data streaming technology

Transport & Logistics

How NS International used psychology and data-driven development to boost its website

Healthcare

The UMCU uses big data to help neonatologist make decisions at the NICU

Government & Municipalities

Who betrayed Anne Frank? How Xomnia set the AI foundation for the investigation team

Transport & Logistics

Xomnia builds advanced analytics system for connected fleet services for TIP Trailer Servi...

Data Platform Architecture

Xomnia delivers data integration architecture to the City of Amsterdam

City of Amsterdam employees empowered for data driven working with Xomnia Academy training

Retail & E-commerce

Randstad matches vacancies with best candidates using a robust and scalable data pipeline

Environment & Sustainabilty

Enriching 3D point cloud data sharing with artificial intelligence for Asset.Insight.

Retail & E-commerce

Who buys rookworst on a rainy day? HEMA uses data to better understand sales drivers

Schadegarant hits brakes on questionable insurance claims with machine learning

Government & Municipalities

Speeding up smart PDF search for the municipality of Utrecht

One step ahead of delays at KLM: Harnessing the power of predictive modelling

Automating the customer journey of e-commerce leader bol.com

Realizing a future proof data and analytics platform in the AWS cloud for EDSN

Fietsenwinkel.nl goes to the cloud

IceMobile looks to personalize its app experience with clustering algorithms and recommend...

Supporting the Municipality of Amsterdam with machine learning expertise

Identifying leading academic contacts for ICCA

Test-drive the possibilities of big data at the Municipality of Almere

Data kickstart for Electrolux in Stockholm

Advanced analysis through text mining for TUI

Junior development program at Airbase Eindhoven of the Royal Netherlands Air Force

Data-driven solutions for Decos Technology Group by two data science Juniors

Data Scientist training session for the municipality of Utrecht

Customised RapidMiner Radoop training at NXP

Assisting @Leisure Group with data science juniors

Our juniors advance data science capabilities for DELTA

Supporting the municipality of Nijmegen with a junior data professional

Supporting the National Police with two juniors

Providing big data fundamentals for the Royal Air Force

Customised big data training program for SVB

RapidMiner training and on-site support at DBM

Tailored data training for BrandLoyalty

Designing a custom training for Risk Management at ABN AMRO

QlikView app for Janssen & Fritsen

Predicting house prices for Consumatrix

Advanced dashboard building for Cordaan

Predicting the day value of cars for Geelen Projects

Providing text-mining and NLP for the landing pages of eFaqt

Text-mining 100,000 surveys for De Persgroep

Data Science

Law enforcement optimisation at the municipality of Amsterdam

Data Science

One social media dashboard for De Persgroep

Burglary prediction for the municipality of Utrecht

Data-driven training & player selection for Vitesse

Job loyalty prediction for Randstad

Cross and upsell recommendation for Travix

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