Tilix AI is a services and software company delivering Data Science, IoT and Digital Twin solutions to a broad range of clients in the energy, cleantech and mobility industries.

Read below about Tilix AI’s specialism, partners, toolkit, domain expertise, and people.


Tilix AI stands on the shoulders of strong commercial partners.

ElasticElasticsearch, Kibana, Enterprise Search, Elastic Cloud, Beats, Logstash
MicrosoftAzure ML, Power BI, Power Automate
Bentley SystemsiTwin
MaxbillWorkflow automation, BPM, RPA
HakomTime series management, analysis and visualization
Base64Intelligent document processing
BlickerUtility meter reading


Tilix AI levers powerful open source tools.

  • Python, Pandas, Jupyter
  • Orange, Superintendent, SciKit, TensorFlow
  • Camunda, Kafka, Prefect, Airflow


Tilix AI are experts in the 4th Platform: a paradigm in Information Technology (IT) comprising Artificial Intelligence (AI), Internet of Things (IoT), Data Science, Digital Twins and other emerging tools, techniques and technologies.

The 4th Platform builds and extends on the 3rd platform (which includes mobile computing, social media, cloud computing, and big data).

Domain Expertise

To compliment its technical wizardy, Tilix AI brings great knowledge in the industries it serves. Subject matter insight amplifies Tilix AI’s value proposition and is a key differeniator.


Technologies such as renewables, waste to gas, electric vehicles combined with smart, digital control of energy is giving us clean air, energy security and create enormous wealth. In the long run, this is a key component of abating climate change and moving to a more sustainable planet.

Tilix AI has deep understanding of how data analytics and machine learning can help the energy industry to:

  • Increase safety and prevent accidents.
  • Reduce operational costs.
  • Optimise production processes.


Together with other emerging automotive technologies such as autonomous driving, connected vehicles and shared mobility, electric cars form a future mobility vision called Autonomous, Connected, Electric and Shared (ACES) Mobility

  • Recent trends and progress stimulating ACES growth and development
  • ACES vehicle overview
  • Automotive and mobility industry disruptions caused by ACES
  • Challenges of ACES implementation
  • Potential benefits of the ACES ecosystem


Tilix AI defines clean technology as

  • Any good or service designed with the primary purpose of contributing to remediating or preventing any type of environmental damage.
  • Any good or service that is less polluting or more resource efficient than equivalent normal products that furnish a similar utility.

Better data strengthens the evidence base for decisions, improves understanding of the emerging cleantech landscape. This in turn supports the production and adoption of clean technologies in domains such as:

  • Agriculture and forestry
  • Mining, processing materials and industry
  • Water and wastewater
  • Air, environment and remediation
  • Waste and recycling
  • Bioproduct and packaging


The Tilix AI team’s solution expertise focuses around innovation and technology in machine learning, data pipeline engineering, digital twins and IoT.

Tilix AI was founded by Dr Neil Williams. Neil is a practicing data scientist who strongly believes that businesses have two (and only two) basic functions: marketing and innovation.

Neil has over 30 years industry experience. He has worked with Volkswagen, National Grid, Philips Electronics, Capgemini and many others. Neil holds a PhD in Computing & Electrical Engineering for research concerned with computer vision, autonomous vehicles and statistical pattern recognition carried out in the Subsea Robotics Lab at Heriot-Watt University, Edinburgh.