Data Science / Data Exploitation
HOW WE CAN HELP
We deploy powerful cloud based data science and data exploitation tools to extract insights, stories, and value from data.
We harness rigorous data ethics to generate machine learning (ML) tools that provide trusted insights, bringing expertise in ML (supervised, unsupervised and reinforcement learning), NLP, timeseries analysis and wider data science tools.
Features
- ML/AI discovery service to identify key data insights and value
- Advanced scalable machine learning, AI, and data science products
- Data selection; identification of data that can provide required insights
- Creating user stories that support ethical and trusted data science
- ML specialists including supervised learning, unsupervised learning and reinforcement learning
- Machine Learning for predictive classification into clusters and groups based on features
- Analytical pipeline development for reproducible statistics and analysis
- Data engineering and data architecture for scalable big data analytics
- Access powerful and easy to use dashboards, apps, and data visualisations
- Capability development of teams so they can maintain products/tools provided
Benefits
- Better informed decisions provided by trusted, transparent, ethical data products
- Drive new data insights to improve business outcomes
- Improved internal capability to enable data product maintenance and usability
- Accessible, trusted insights that are easily communicated to decision makers
- Unlocking the power of the data to answer business questions
- Reduced organisational risk via data science facilitated GDPR /DPIA compliance
Machine Learning and AI
HOW WE CAN HELP
We use Machine learning AI tools to extract insights, stories, and value from data. While maintaining rigorous data ethics, we generate machine learning and AI products providing you with trusted insights.
We bring expertise in Machine learning (supervised, unsupervised and reinforcement learning), NLP, Agent based modeling, decision automation, and AI tools.
Features
- ML/AI discovery service to identify key data insights and value
- Advanced scalable machine learning, AI, and data science products
- Data selection: identification of data that can provide required insights
- User stories development for ethical and trusted data science and AI products
- Expertise in ML: supervised learning, unsupervised learning, and reinforcement learning
- ML for classification and predictive classification into clusters and groups based on features
- Harnessing free text data via Natural Language Processing (NLP)
- Data engineering and data architecture for scalable big data analytics
- Access to powerful and easy to use dashboards, apps, and data visualisations
- Capability development in teams so they can maintain tools/products provided
Benefits
- Better informed decisions provided by trusted, transparent, ethical data products
- Drive new data insights to improve business outcomes
- Accessible, trusted insights that are easily communicated to decision makers
- Utilisation of organisations data to solve business challenges
- Reduced organisational risk via data science facilitated GDPR /DPIA compliance
Data Transformation Discovery
HOW WE CAN HELP
We establish the baseline data maturity of an organisation looking at people capability, processes, technology for their Data.
We identify pain points that limit delivery of the organisations data goals and the art of the possible for their data. This informs our design of the personalized transformation journey and high priority areas for development.
Features
- Mapping of legacy data systems
- Data Architecture support, including defining the as is and to be
- Evaluation of data capabilities and capability gaps within the organisation
- Develop user stories for data use
- Data Engineering support, including defining the as is and to be
- Identifying key areas for capability growth
- Options generation for future proof scalable cloud based data platforms
- Data transformation journey development
Benefits
- Better informed decisions provided by trusted, transparent, ethical data products
- New data insights that improve business understanding and outcomes
- Accessible, trusted insights that are easily communicated to decision makers
- Unlocking the power of the data to answer business questions
- Reduced organisational risk via data science facilitated GDPR /DPIA compliance
