Frequently Asked Questions

 

 

General

How can AB Consultants and Analytics Limited improve data quality?

We use SQL-powered data remediation to identify and fix root causes of poor data quality, supporting compliance, operational accuracy, and business intelligence.

What services do your data management consultants provide?

Our core services include data governance & strategy, data quality remediation, business intelligence dashboards, data analysis, consulting, auditing and business process analysis.

How do you approach regulatory compliance for finance and insurance sectors?

We design data frameworks aligned to PRA, BCBS239, and GDPR standards, ensuring regulatory compliance and audit readiness for finance, insurance, and telecoms clients.

What makes your data strategy consulting ideal for business growth?

With 20+ years’ experience, our senior consultants deliver specialised, audit-ready data strategies, unlocking commercial value and supporting sustainable business growth.

How can my business benefit from a free data governance health check?

Our free health check assesses your data landscape, finds compliance risks and improvement opportunities, and outlines next steps for effective data management.

How do you ensure data compliance and governance in complex environments?

We implement structured data governance frameworks, supported by deep technical expertise, so your organisation remains compliant, organised, and commercially effective.

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Data & Governance Strategy

What is data governance and why does my business need it?

Data governance ensures structured management, ownership, and compliance of your organisation’s data. It reduces regulatory risk and improves decision-making.

Can you help us comply with GDPR and other data regulations?

Yes, our data governance consulting provides frameworks and roadmaps for GDPR, BCBS239, and other regulations, delivering audit-ready and regulatory-compliant practices.

How does a data strategy support business growth?

A robust data strategy improves transparency, enables confident decisions, optimises processes, and ensures your data assets support long-term business objectives.

What sectors do you specialise in for data governance consulting?

We specialise in regulated industries including finance, insurance, telecoms, and other sectors needing thorough data management and compliance.

What experience does AB Consultants and Analytics Limited offer?

Our team has over 20 years’ experience, with successes such as helping a client pass a PRA review in 6 weeks and delivering complex compliance frameworks.

What outcomes can I expect from your data governance services?

You can expect audit-ready data governance, reduced compliance risks, clearer data ownership, and frameworks which empower confident business growth.

 

 

 

Data Quality Remediation

How can data quality affect my business performance?

Poor data quality leads to inefficiencies, increases costs, and results in unreliable reporting and compliance risks. High data quality supports better decisions and operational efficiency.

What steps are involved in a data cleansing project?

We carry out root-cause analysis, automated cleansing with ETL and Python, reconciliation, de-duplication, and implement dashboards for ongoing monitoring.

Can you fix duplicate, missing, or inaccurate records?

Yes, our automated remediation solutions address duplicate, missing, and inaccurate data, improving overall data quality and reliability.

What industries do you serve with your data quality services?

We support regulated industries including finance, insurance, and telecoms, providing compliance-ready data quality improvement across the UK.

How quickly can AB Consultants and Analytics Limited improve our data quality?

We deliver fast results. For example, we've reduced duplicate records by 30% in just one month for clients through our automated interventions.

What makes AB Consultants and Analytics Limited different from other data management consultants?

All our consultants are senior practitioners with 20+ years’ experience, delivering bespoke solutions and using the latest data remediation technologies for measurable outcomes.

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Business Intelliegence

Can you integrate Business Intelligence dashboards with our existing systems?

Yes, we can embed BI dashboards into your current ERP or CRM systems, providing real-time analytics within the platforms your teams use daily.

How quickly can we see results from a BI implementation?

Most clients begin to see measurable benefits and actionable insights within weeks of implementation, depending on data complexity.

What business intelligence tools do you specialise in?

We are experts in Power BI, QlikView, and AWS QuickSight, delivering specialist BI reporting services for UK organisations.

Can your BI solutions handle predictive analytics and KPI tracking?

Absolutely, our business intelligence solutions deliver robust predictive analytics and comprehensive KPI tracking in real time.

Do you offer data visualisation services for complex reports?

Yes, we transform raw data into interactive, user-friendly visualisations to support optimal decision-making across all organisational levels.

What industries benefit from your business intelligence consulting?

We serve regulated industries including finance, insurance, and telecoms, helping them improve efficiency through advanced BI solutions.

 

 

Data Analysis

Can you analyse both structured and unstructured data?

Yes, our data analysis services cover both structured and unstructured data, using Python, SQL, and Excel to turn all types of data into actionable insights.

How can data analysis improve decision-making in my business?

Data analysis uncovers hidden opportunities, highlights risks, and supports evidence-based decisions, leading to strategic, data-driven improvements.

Do you offer predictive analytics and modelling?

Yes, we specialise in predictive modelling, such as loan default risk, churn, and fraud detection. Our advanced data analytics provide reliable forecasts.

Will you train our team to understand the analysis results?

Absolutely. We deliver advanced analytics workshops and provide clear insights, ensuring your team can interpret and act on the analysis results confidently.

How do your data analysis services support regulatory compliance?

We create audit-ready PRA and FCA regulatory reports, so your business meets sector standards and reduces the risk of compliance penalties.

What industries do you support with data analysis?

Our data analysis consultants serve financial services, insurance, telecoms, and other regulated UK industries needing accurate data insights.

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Data Consulting

How do you approach a new data strategy consulting project?

We begin with a data maturity assessment, followed by vendor-neutral comparisons, strategy roadmaps, and post-implementation reviews tailored to your needs.

Can you work alongside our internal IT team?

Yes, our data management consultants collaborate with in-house IT teams to ensure strategy alignment, seamless implementation, and knowledge transfer.

Do you offer short-term or ongoing data consulting engagements?

We provide both short-term focused engagements and ongoing data consulting partnerships, adapting to your business requirements and resources.

How do I know if my business needs data consulting?

If your organisation faces data complexity, compliance concerns, or unclear strategic direction, our data consulting services can deliver clarity and measurable results.

What makes AB Consultants and Analytics Limited different from other UK consultancies?

We offer senior-led, unbiased data strategy advice with proven regulatory expertise and no vendor bias, ensuring long-term value for your business.

Do you assist with technology or platform selection for data projects?

Absolutely. We conduct side-by-side technology and vendor comparisons, helping you select the best tools for your data architecture and strategy.

 

 

 

Auditing

How does a data audit help with compliance?

A data audit identifies gaps in your data processes and ensures alignment with regulations like GDPR or BCBS239, helping you avoid penalties and remain compliant.

Do you perform GDPR and data protection audits?

Yes. AB Consultants and Analytics Limited offer GDPR-compliant data auditing and thorough Information Governance Audits to support full data protection compliance.

How often should a business audit their data and processes?

We recommend annual data audits, with more frequent reviews for high-risk industries or when regulations change to keep your processes data compliant.

What happens after a data audit is complete?

After your data audit, we provide a detailed report outlining risks and recommendations, helping you address issues and maintain audit readiness.

What standards do you use for data quality auditing?

Our audits follow ISO 9001 and ISO 8000 frameworks, ensuring your data quality and management processes meet recognised industry standards.

Can you help with Data Lineage and Documentation Reviews?

Absolutely. Our data management consultants specialise in reviewing data lineage and documentation, ensuring clarity, governance, and compliance for every data asset.

 

 

Business Process Analysis

How can Business Process Analysis improve efficiency and reduce costs?

Business Process Analysis uncovers operational inefficiencies, pinpoints cost-drivers, and sets a roadmap for automation and workflow optimisation, reducing waste and cutting costs.

Do you provide process mapping for our entire organisation?

Yes, we deliver thorough process mapping consultancy across all departments, giving a holistic view of your organisation’s workflows and operational processes.

How do you identify bottlenecks and inefficiencies?

We use data-driven process mining and workflow analysis tools, supported by frameworks like UML and TOGAF, to diagnose operational bottlenecks and hidden inefficiencies.

Can you help us implement process improvements after the analysis?

Absolutely. We provide complete automation roadmaps, support with Robotic Process Automation, and project management to turn insights into tangible improvements.

What measurable outcomes can we expect from your Business Process Analysis?

Clients have achieved clear results, such as a 35% reduction in onboarding time, streamlined compliance, and increased productivity from our business process improvement services.

Are your business process analysis services available across the UK?

Yes, AB Consultants and Analytics Limited serves clients throughout the UK, offering data-driven BPA Consulting and workflow optimisation for regulated industries.