Business outcomes first
We design solutions that go beyond technology, so every project drives measurable business value.
Data Quality, Governance & Analytics Consultancy
We turn raw data into your most Trusted business asset
Delivering Trusted Data, Ready for AI & Business Insights
AI-Accelerated Data QualityWe partner with businesses to unlock the full potential of their data through quality, automation and advanced analytics.
Data Quality Monitor
Before: raw data, unprofiled and untrustedIllustrative
62%Quality score
12,480Duplicates found
71.4%Records trusted
1,126Open data issues
12Rules monitored
Quality score over time▼ Declining
Validation passed3,210 validation errors
Tool-agnostic advice across the leading platforms
SnowflakeDatabricksMicrosoft FabricAWSGCPOracle
Who we are
Every report, dashboard and AI model is only as reliable as the data behind it
At Accu Analytics, we help organisations turn their data into a trusted business asset. With over 20 years of experience in data and analytics, we put data quality at the heart of everything we do, because smarter decisions start with data people can rely on.
Our team of experienced data architects, analysts and strategists works closely with your teams to profile, cleanse and govern your data, then turn it into clear, actionable insights.
Driven by precision and proven methods, we fix data issues at source rather than downstream. Whether you're preparing for AI, moving to a new platform or simply want reports that reconcile, we give you trusted data and the clarity to act on it with confidence.
Why work with us
One accountable partner
No hand-offs between vendors. One team owns your data and AI outcomes from strategy to delivery.
Modular, not all-or-nothing
Start with a single service or the full portfolio. Every engagement is scoped to your priorities, with no long-term lock-in.
Built for what's next
Every service is designed with AI-readiness in mind, so today's clean-up becomes tomorrow's advantage.
Collaborative and transparent
We work alongside your teams with open communication and approaches that adapt at every stage.
A data-driven culture
We build lasting capability in your people, so your teams keep delivering long after we step back.
New · AI-Accelerated Data Quality
Expert-led. AI-accelerated. Trusted data in weeks, not months.
AI now does much of the heavy lifting in data quality: profiling every column, drafting rules, matching duplicates and spotting anomalies. Our consultants stay accountable for what matters most: the targets, the decisions, and fixing problems at source so they don’t come back.
- Faster to valueProfile and score your priority data in days, not weeks.
- People own every decisionEvery rule and fix is reviewed and approved by an expert.
- Fixed at sourceRoot causes, governance and monitoring, so quality lasts.
Seven stages, one data domainAligned to Six Sigma DMAIC and DAMA
- 01MobiliseWeeks 1–2
- 02Discover & profileWeeks 2–4
- 03DefineWeeks 3–5
- 04CleanseWeeks 5–10
- 05Control & monitorWeek 8 on
- 06Govern & fix at sourceWeek 6 on
- 07EmbedWeeks 10–12
Consultant leadsAI acceleratesAround 10–12 weeks for the first domain
What we do
Data services that deliver Trusted results
Ten specialist services across three tiers, each built around the problems you face, what we do and what you get. Engage us for a single service, or the full journey from strategy to delivery.
Data Foundations
Start hereThe strategic and structural groundwork every data and AI initiative depends on.
Data & AI Strategy
The challenge
- AI ambitions, but no clear plan to deliver them?
- Data spend that never shows a clear return?
- Teams pulling in different directions?
Our service
We align data and AI investment with your business priorities. Starting from an honest view of where you are today, we build a practical, costed roadmap and operating model that delivers early wins and builds momentum before you scale.
Deliverables
- Current-state and maturity assessment
- Data and AI roadmap and business case
- Target operating model design
- Prioritised quick wins
Benefits
- A costed roadmap the board can back and fund
- Investment focused where value is highest
- Early wins that build momentum and buy-in
Data Quality 360°
AI-acceleratedThe challenge
- Reports and dashboards your teams don’t trust?
- AI projects stalling on poor-quality data?
- Cleansing that never stays clean?
Our service
Our AI-Accelerated Data Quality service pairs experienced data quality consultants with AI tooling. AI profiles every column, drafts rules, matches duplicates and flags anomalies at speed. Our experts set the targets, approve every rule and fix issues at source. Seven stages, from mobilise to embed, aligned to Six Sigma DMAIC and the DAMA data quality dimensions.
Deliverables
- AI-assisted data profile and quality scorecard
- Approved rule catalogue, glossary and owners
- Cleansed data and golden records with audit trail
- Live monitoring and automated alerts
- Root-cause fixes and governance model
Benefits
- First data domain trusted in around 10–12 weeks
- Data that is ready for AI, and stays that way
- Less time fixing data, more time using it
Data Governance
The challenge
- No clear owner when data goes wrong?
- The same metric giving different answers?
- Audit and UK GDPR questions hard to answer?
Our service
We establish the policies, ownership and standards that keep data trustworthy, secure and compliant as it scales. Governance is designed to be proportionate and practical, so it supports the business rather than slowing it down.
Deliverables
- Governance framework and policy design
- Data ownership and stewardship model
- Metadata, lineage and cataloguing
- Regulatory and UK GDPR alignment
Benefits
- Clear accountability for every critical data set
- One agreed definition for every key metric
- Audit-ready, compliant data
Capability Assessment
The challenge
- Unsure where to invest next?
- Skills and tools that don’t match your ambition?
- No baseline to show progress to the board?
Our service
An independent view of your data maturity across people, process and technology, benchmarked against recognised frameworks so you know exactly where you stand and what to do next.
Deliverables
- Data maturity benchmarking
- People, process and technology review
- Gap analysis
- Prioritised recommendations
Benefits
- An evidence-based case for your next investment
- A clear baseline to measure progress against
- A prioritised plan to close the gaps that matter
Platform & Insights
Build on itTurning strategy and governance into working platforms, insight and capability.
Modern Data Platform
The challenge
- Data stuck in silos and spreadsheets?
- Pipelines that break overnight?
- Unsure which platform is right for you?
Our service
Tool-agnostic options analysis, then the pipelines and cloud infrastructure that turn raw data into a reliable, scalable foundation, with quality checks built in from day one.
Deliverables
- Platform options analysis and selection
- Cloud data platform design and build
- ETL/ELT pipeline development
- Data integration and migration
Benefits
- A platform chosen on evidence, not vendor hype
- Reliable data delivered on time, at scale
- Lower running costs and less manual effort
Platforms we work with
- Snowflake
- Databricks
- Microsoft Fabric
- AWS
- GCP
- Oracle
Business Insights & AI
The challenge
- Dashboards that only describe the past?
- KPIs defined differently in every team?
- Insight that arrives too late to act on?
Our service
We turn governed, trusted data into dashboards, analysis and AI models that help leaders act with confidence, from agreed KPI definitions through to predictive models.
Deliverables
- BI dashboard and reporting design
- KPI and metric definition
- Predictive and machine learning models
- Self-service analytics enablement
Benefits
- One version of the truth across the business
- Forward-looking decisions, not just hindsight
- Self-service insight without waiting on IT
Training & Enablement
The challenge
- New tools, but low adoption?
- Too much reliance on a few experts?
- Teams unsure how to use AI safely?
Our service
We equip your teams with the skills and confidence to work with data and AI independently, through role-based training, hands-on onboarding and structured knowledge transfer.
Deliverables
- Role-based data and AI training
- Tool and platform onboarding
- Data literacy programmes
- Structured knowledge transfer
Benefits
- Higher return on the tools you’ve invested in
- Capability that stays after we’ve left
- Confident, responsible use of data and AI
Extended Services
Go deeperFor complex, sensitive or higher-risk data challenges.
Data Assurance
The challenge
- Nervous about go-live?
- Migration numbers that don’t reconcile?
- No independent evidence for auditors or the board?
Our service
Independent testing and validation of your data, migrations and platforms, giving you and your stakeholders the evidence to go live with confidence.
Deliverables
- Data quality and migration testing
- UAT and reconciliation support
- Independent QA sign-off
Benefits
- Lower go-live risk and fewer surprises after launch
- Evidence your auditors and board can rely on
- Faster sign-off with clear reconciliation
Data Anonymisation
The challenge
- Sensitive data holding back testing and AI?
- Live customer data copied into test environments?
- Unsure where personal data actually sits?
Our service
We protect personally identifiable information (PII) and protected health information (PHI), so you can use data safely for testing, analytics and AI.
Deliverables
- PII and PHI discovery and classification
- Anonymisation and masking design
- Synthetic data generation
Benefits
- Reduced privacy and data breach risk
- Realistic, safe data for testing and AI
- A clear view of where personal data lives
Transform 360°
The challenge
- Stuck on costly legacy systems?
- Data models no one fully understands?
- Migrations that feel too risky to start?
Our service
We redesign legacy data models and migrate data safely onto modern platforms, minimising risk and disruption, with quality and reconciliation checks at every step.
Deliverables
- Data model design and re-engineering
- Legacy-to-cloud migration
- Migration risk and cutover planning
Benefits
- Lower running costs and technical debt
- A clean, modern foundation to build on
- Safe cutover with minimal disruption
Our approach
A clear path from question to Outcome
01
Discovery
Explore your business, data landscape and current challenges to uncover where the real opportunities lie. We work closely with your teams to understand not just what data you have, but how it's really being used — and where it's falling short.
02
Strategic Alignment
Align data initiatives with business goals to maximise impact. We prioritise the initiatives that matter most, so your roadmap reflects business value, not just technical possibility.
03
Design & Implement
Build practical, scalable solutions that deliver measurable results. Our solutions are designed to fit how your organisation actually works, so adoption is fast and value shows up early.
04
Support & Enhance
Ensure ongoing value through optimisation, maintenance and continuous improvement. We stay engaged after go-live, refining what we've built as your data, tools and business needs evolve.
Free Data Quality Health Check
See the difference clean data makes
A no-obligation review of one or two of your key data sets. We profile the data, show you where the risks sit and give you clear next steps.
- Confidential
- Sign-off at every stage
- No long-term lock-in
| Field | Before | After |
|---|---|---|
| Customer name | "john SMITH", "J. Smith", "John smith" | John Smith |
| Phone number | 07911-123456 / 7911123456 | +44 7911 123456 |
| Email address | j.smith@gmial.con | j.smith@gmail.com |
| Customer record | 3 duplicate records | 1 golden record |
Get in touch
Let's make your data count
Tell us where you are today and where you want to get to. We'll recommend the right service, or combination of services, to get you there.
Flexible engagement modelsSingle service or full portfolioNo long-term lock-in
Emailhello@accuanalytics.comOffice71–75 Shelton Street, Covent Garden, London WC2H 9JQ
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