Data Cleansing Accelerator
Data Cleansed, Prepared for Insight and Innovation.
Data Cleansed, Prepared for Insight and Innovation.
Data Audit & Discovery
Customised Data Cleansing Strategy
Implementation of Data Cleansing
Effective Data Standardisation and Deduplication
Detailed Reporting and Communication
Detailed Documentation
Unlock the full potential of your data by eliminating errors, inconsistencies, and inaccuracies. Our expert team will perform a thorough assessment of your data sources, identify quality issues, and implement a customised data cleansing strategy. This package serves as an essential precursor to not only Business Intelligence (BI) or Artificial Intelligence (AI) projects but also to enhance the performance of other operational systems.
This package includes a comprehensive data quality assessment, a detailed cleansing plan, implementation of cleansing techniques, and robust documentation to ensure seamless knowledge transfer.
Businesses with multiple data sources (e.g., CRM, ERP, spreadsheets, external databases) that require consolidation and cleaning.
Organisations looking to leverage data for better decision-making but lacking the internal expertise to perform comprehensive data cleansing.
Companies aiming to improve the quality and efficiency of their data for Business Intelligence or Artificial Intelligence projects.
1. Discovery Meeting (schedule one here)
Are we the right fit?
2. Data Audit & Discovery
Conduct a thorough assessment of up to three data sources to identify inconsistencies, errors, and gaps, evaluating their size, format, and quality.
3. Development of Data Cleansing Strategy
Create a customised plan addressing data quality issues, outlining cleansing techniques, standardisation, deduplication, and root cause mitigation.
4. Implementation of Data Cleansing
Execute the cleansing strategy, applying correction techniques, standardising data formats, and removing duplicates while continuously monitoring data accuracy.
5. Communication of Data Issues
Maintain regular communication with the client, providing detailed reports on data quality issues and resolutions, and coordinating with software providers as needed.
6. Documentation
Document all processes, decisions, techniques, and data mappings to ensure seamless knowledge transfer and provide a reference for future data management.
7. Review and Feedback
Conduct a review meeting to gather client feedback on the data cleansing process, ensuring satisfaction and discussing any additional support or follow-up actions.
ETL Development
Building data extraction, transformation, and load pipelines to automate data cleansing and integration into a data warehouse.
Data Quality Monitoring
Implementation of ongoing data quality checks and monitoring tools to maintain high data standards.
Ongoing Data Governance Consulting
Support to establish best practices and maintain the integrity of your data systems.
Headquartered in Europe, Cleverbit Software is a prominent custom software development company, employing over 70 skilled professionals across the EU, UK and US. Specialising in custom software for business efficiency, we work with a diverse international clientele in various industries including banking and insurance, SaaS, and healthcare. Our commitment to solving problems and delivering solutions that work makes us a trusted partner with our clients.
Would you like to discuss anything software?
Here's our email:
[email protected]
Here's our phone:
+44 204 538 9855