Data Remediation

The Challenge

So we all know the adage “Garbage In = Garbage Out” but people are starting to realise that bad data not only leads to misleading and compromised insight impeding good quality decision making but these legacy data issues are now becoming a significant barrier to game changing next gen technologies which rely on good quality data sets for predictive analytics, AI & ML, etc. Taking a systematic approach legacy Data issues can pave the way for legacy Data opportunities.

What AG Provides

Advocating a systematic approach AG seeks to provide services which get your data in good shape and help to keep it in good shape. We help define detailed and fit for purpose Data Standards, then we fix your data and then we help to ensure once you have got good data that you have tools and processes to keep in good shape.

Our Approach

Leveraging the solid foundation of a detailed and fit for purpose Data Standards we would undertake an initial impact data assessment before making data remediation recommendations. We always take a pragmatic approach to size and recommend data remediation scope – which could be anything from simple data enrichment, data cleansing or even full scale data rebuild where required and where there is clear business benefit in doing so.

We also consider what else is going on elsewhere as many of these activities can apply equally to Data Remediation as they do to Data Migration or system conversion/upgrade, etc (i.e. if you have big changes coming up such as moving to S/4HANA we can help minimise overall costs, risks and business disruption). We then look to ensure that Data Quality is maintained through sustainable and robust Data Governance tools and processes.

Benefits of the AG Solution

Gold Standard

Tried and tested methodology.


Auto data validation.


Flexible approach to data remediation.

Quality Outcomes

Quality assurance.

Case Studies

AG is an independent SAP Consultancy, SAP Gold Partner and SAP Quality Awards Finalist. AG’s high quality, smart solutions effectively solve real-world challenges for some of the most successful businesses in sectors such as energy, oil & gas and consumer goods.

The Future Works,
2 Brunel Way,
Slough, SL1 1FQ
+44 (0)1753 386530
Company Registration : 6335830