Data Quality Management and Remediation Services

Reliable, audit-ready data
for regulated industries

We specialise in Data Quality Management for organisations across the UK and globally. Our experienced team delivers fast, bespoke remediation solutions that ensure every record in your databases is reliable, consistent, and actionable.

Poor data drains resources, distorts reporting, and creates costly compliance risks. With over 20 years' expertise, we provide robust, automated Data Cleansing Services and Data Quality Consulting. The result: data that meets regulatory standards, strengthens decision-making, and unlocks long-term value.

The Data Quality Challenge and Our Approach

Is incomplete, inconsistent or duplicated data holding your business back?

Even small data errors can ripple out into regulatory fines, lost time, and questionable insights. We understand these pressures. That's why we focus on root-cause analysis and automated remediation strategies, not just quick fixes. Our team applies advanced SQL methods, ETL pipelines, and Python-based automation to fix, standardise and protect your data at scale.

Whether it's for compliance, analytics, or day-to-day operations, our Data Quality Improvement methods restore confidence in your systems and decision-making.

Stop losing time and money to dirty data.

Get your data quality assessment now

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What ABCA Delivers

What AB Consultants and Analytics Delivers

Root-Cause Analysis of Data Issues

First, we get to the core of your data challenges. Using a combination of technical expertise and business knowledge, AB Consultants and Analytics pinpoints the errors, be it system siloes, process breakdowns, or human input mistakes. This ensures we address underlying causes, not just the visible symptoms.

Automated Cleansing (ETL, Python Pipelines)

We design and implement automated data cleansing processes using cutting-edge ETL frameworks and Python scripts. Our approach is bespoke to your needs, enabling us to process large datasets quickly, find anomalies, and make systematic corrections, all while maintaining data integrity.

Reconciliation and De-duplication

Duplicate and misaligned records directly impact operational efficiency and compliance. AB Consultants and Analytics leverages powerful SQL-driven algorithms to reconcile records and de-duplicate your datasets. This ensures single-version-of-truth data with minimal manual intervention.

Quality Dashboards and Remediation KPIs

Our business intelligence solutions include the development of clear, user-friendly dashboards in Power BI, QlikView, or AWS Quicksight, so you can monitor quality metrics in real time. We provide ongoing measurement of data quality KPIs, giving your teams full visibility and control over Data Quality Management.

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Proven Outcomes for Our Clients

Our involvement brings measurable improvements. For example, AB Consultants and Analytics helped a client reduce duplicate records by 30% in just one month, immediately streamlining their operations and reporting. Our Data Quality Remediation service means fewer errors, more reliable analytics, and smoother compliance, all with lasting results.

Start Cleaning Up Your Data Today

Ready to stop wasting time on poor data and start making better decisions? Choose AB Consultants and Analytics for expert Data Remediation Solutions, fast turnarounds, and data you can trust. Experience bespoke support from senior data management consultants dedicated to your success.