Data Engineering
HOW WE CAN HELP
Our data engineers create and maintain the pipelines required to support the reporting needs of your business.
We use software development practices to automate any cleaning, data validation and model building.
Our team support organisations with their big data end to end solutions including Data Strategy, Data Dictionaries, Mapping and Model selection and build
Features
- Generation of reproducible analytical pipelines for reliable analysis
- Generation of data dictionaries to ensure robust structuring of data
- Data model generation to map the use and interplay between data sets
- Automated data cleaning processes.
- Identification of data that can provide needed insights
- Automated data wrangling and joining of data to maximize the combined insights
- Automated data quality assessments, dashboarding and reporting
- Automated data ingestion
Benefits
- Better informed decisions provided by trusted, transparent, ethical data products
- New data insights that improve business understanding and outcomes
- Unlocked powerful access to data to answer business questions
- Confidence in the quality of data through transparent reporting
- Lower cost, carbon footprint optimised, access to data
- Improved innovation by well managed data
- Reduced organisational risk via data science facilitated GDPR and DPIA compliance
Data Transformation Discovery
HOW WE CAN HELP
We establish the baseline data maturity of an organisation looking at people capability, processes and the technology in use 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
- Unlocking the power of the data to solve business challenges
- Clear and quantifiable options identified for cost savings and carbon footprint reductions
- Accessible, trusted data that is easy to access and interpret
- Optimised pricing for all your data needs
- Reduced organisational risk via data science facilitated GDPR and DPIA compliance
Data Transformation Delivery
HOW WE CAN HELP
We will work with your team to deliver the required changes identified in “Data Transformation Discovery”,
We will initially focus on the high impact low effort changes, allowing value to be achieved fast, whilst enabling the start of the upskilling of your teams.
We will deliver rapid, end to end, data transformation and improved internal capability.
Features
- Transformation of legacy data systems onto cutting edge systems
- Data Architecture support moving from the as-is to the to-be
- Data Engineering support, moving from the as-is to the to-be
- Development of data capabilities to reduce capability gaps within the organisation
- Delivery of high priority data products
- Delivery of tailored training and mentorship for capability growth
- Delivery of future proof scalable cloud based data platforms
- Data transformation journey delivery and road mapping
Benefits
- Better informed decisions provided by trusted, transparent, ethical data products
- Unlocking the power of the data to solve business challenges
- Clear and quantifiable options identified for cost savings and carbon footprint reductions
- Accessible, trusted data that is easy to access and interpret
- Optimised pricing for all your data needs
- Reduced organisational risk via data science facilitated GDPR and DPIA compliance
Data Rationalisation
HOW WE CAN HELP
Data volumes are increasing rapidly, driving higher costs and increased complexity for GDPR compliance.
Utilising ML and AI tools we bring current andrelevant data to the forefront, identify data that can be deleted for redundancy and GDPR compliance, and data that can be archived.
We deliver a CO2 and cost impact report from our data rationalisation work
Features
- Mapping of legacy data systems
- Data Architecture support for optimal access
- Identification of archivable and deletable and high priority data
- Automated GDPR compliance
- Data Engineering support, including defining the as-is and to-be
- Identifying key areas for data consolidation
- Options generation for future proof scalable cloud based data platforms
- Data transformation journey development
- Data prioritization mapping based on business use and need
Benefits
- Better informed decisions provided by trusted, transparent, ethical data products
- Answered business questions by unlocking the power of data
- Quantifiable metrics for cost savings & carbon footprint reductions for Data storage and processing
- Accessible, trusted data that is easy to access and interpret
- Improved innovation by well managed data
- Optimised pricing for all your data needs
- Reduced organisational risk via data science facilitated GDPR and DPIA compliance
Data Strategy
HOW WE CAN HELP
We provide data platform and architecture services to design, build and migrate data solutions hosted in the public cloud (AWS/Azure/GCP) and private cloud.
When building new Data platforms, we focus on optimising the platform and data storage to limit the organisations carbon footprint and the cost of data storage.
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
- Development of user centric user stories for data customers
- Develop costed options for future proof, scalable, cloud based data platforms
- Data Carbon footprint assessment and modelling for reduced Carbon options
- Data transformation journey development
Benefits
- Better informed decisions provided by trusted, transparent, ethical data products
- Accessible, trusted data that is easy to access and interpret
- Lower cost, carbon footprint optimised, access to data
- Unlocking the power of the data to answer business questions
- Quantifiable metrics for cost savings & carbon footprint reductions for Data storage and processing
- Reduced organisational risk via data science facilitated GDPR and DPIA compliance
Data Migration
HOW WE CAN HELP
We support organisations to migrate their data between applications and legacy systems to on prem, private or public cloud solutions, including reviewing data for relevancy and need before migration.
We support with migration strategy, planning, data transformation and data loading.
We use powerful tools and robust processes that adhere to open data standards.
Features
- Mapping of legacy data systems
- Data transformation
- Migrating data, including archiving rarely utilised data for carbon footprint reduction
- Legacy system integration
- Advanced data asset register development: thematic mapping
- Data migration plan developed collaboratively with your business
- Review of data and storage to define optimised pricing
Benefits
- Better informed decisions provided by trusted, transparent, ethical data products
- Accessible, trusted data that is easy to access and interpret
- Lower cost, carbon footprint optimised, access to data
- Unlocking the power of the data to answer business questions
- Quantifiable metrics for cost savings & carbon footprint reductions for Data storage and processing
- Reduced organisational risk via data science facilitated GDPR and DPIA compliance
Data Governance and Data Management
HOW WE CAN HELP
We support organisations and teams to develop and maintain Data Governance processes that meet robust Data Ethics standards.
We have significant experience on the specific challenges to Data governance with the aggregation of sensitive data and handling data sharing/data aggregation with multiple agencies and organisations.
We ensure capability growth and upskilling within internal teams for future proofing Governance processes.
Features
- Automated GDPR compliance
- Development of internal data ethics governance and frameworks
- Advanced data asset register development: thematic mapping
- Automated data access management and logging for auditing purposes
- Data sharing and access process development
- Automated data quality assessments and reporting of data quality
- Data rationalisation to maintain lower costs and greener storage
- Model / algorithms optimisation to maintain low cost and low carbon data systems
Benefits
- Better informed decisions provided by trusted, transparent, ethical data products
- Better informed decisions provided by trusted, transparent, ethical data
- Reduced organisational risk via data science facilitated GDPR and DPIA compliance
- Accessible, trusted data that is easy to access and interpret
- Lower cost, carbon footprint optimised, access to data
- Unlocking the power of the data to answer business questions
- Improved innovation by well managed data sharing
- Reduced organisational risk via data science facilitated GDPR and DPIA compliance
Data Platform and Data Architecture
HOW WE CAN HELP
We provide data platform and architecture services to design, build and migrate data solutions hosted in the public cloud (AWS/Azure/GCP) and private cloud.
When building new Data platforms, we focus on optimising the platform and data storage to limit the organisations carbon footprint and the cost of data storage.
Features
- Cloud platform evaluation and selection
- Cloud data platform design and implementation
- Data Architecture support, including defining the as-is and to-be
- Build and deploy new Data platform
- Review of data and storage assessment to define optimised pricing
- Building automated data pipelines, with cleansing and validation
- Migrating data, including archiving rarely utilised data for carbon footprint reduction
- Legacy system integration
Benefits
- Drive new data insights to improve business outcomes
- Optimised pricing for all your data needs
- Platform to enable analytics, data science, machine learning and AI
- Accessible data across different levels of the organisation
- Dynamically scalable data platform for growing data needs
- Multiple sources of legacy and new data consolidated
- Carbon footprint reduction via moving non essential data to archive
- Cross platform master data approach for data consistency between systems
- Enabling automated business KPI reporting and dashboards
- Reduced organisational risk via data science facilitated GDPR and DPIA compliance
Data Capability development
HOW WE CAN HELP
We will deliver a rapid assessment of your organisations Data capability and maturity and formulate a plan for Capability growth.
Our team of skilled mentors, educators, analysts and data scientists will work alongside internal teams to solve agreed data problem/s, providing tailored mentorship, training and knowledge transfer to develop capability in the internal team.
Features
- Generation of data dictionaries to ensure robust structuring of data
- Data model generation to map the use and interplay between data sets
- Data selection identification of data that can provide needed insights
- Automated data quality assessments, dashboarding and reporting
Benefits
- Better informed decisions provided by trusted, transparent, ethical data products
- New data insights that improve business understanding and outcomes
- Unlocked powerful access to data to answer business questions
- Confidence in the quality of data through transparent reporting
- Lower cost, carbon footprint optimised, access to data
- Improved innovation by well managed data
- Reduced organisational risk via data science facilitated GDPR and DPIA compliance
