Clean, consistent data you can trust
Duplicate customers, inconsistent product codes and incomplete records quietly undermine your reports, marketing and customer service. We audit your data, clean it up and put validation rules in place at the source so it stays clean, which is essential before any system migration or reporting project.
The challenges we solve
- The same customer appears several times with slightly different details.
- Reports do not add up because of inconsistent codes, categories or formats.
- Email campaigns bounce or reach the wrong people.
- You are planning a move to a new system and are worried about bringing old problems with you.
What you get
- A single, accurate record for each customer, supplier and product.
- Reports and dashboards built on data you can rely on.
- Lower costs from fewer failed deliveries, bounced emails and manual corrections.
- Rules and checks that stop bad data getting back in.
Data Cleansing & Quality, end to end
Data quality audit
We profile your data to measure duplicates, missing values and inconsistencies, and give you a clear report of what needs fixing.
De-duplication & merging
Matching rules that find duplicate records, even with typos and different formats, and merge them safely.
Standardisation
Consistent formats for names, addresses, phone numbers, product codes and categories across your systems.
Enrichment & validation
Filling gaps and validating fields such as email addresses and postcodes, so records are complete and usable.
Migration preparation
Cleaning and mapping data before a move to a new CRM, ERP or accounting system, so you start fresh.
Ongoing data governance
Validation at the point of entry, scheduled quality checks and clear ownership so your data stays clean.
How businesses use it
CRM clean-up
Merge duplicate contacts and companies and standardise fields before a sales or marketing push.
Product data
Consistent product codes, categories and attributes across e-commerce, stock and finance systems.
System migration
Clean, de-duplicated and correctly mapped data ready to load into a new platform.
Tools & technologies
- SQL
- Python (pandas)
- Power Query
- Excel
- Fuzzy matching
- Data validation rules
A simple, transparent process
- 01
Discover
A free consultation to understand your goals, systems and the manual work slowing your team down.
- 02
Design
A clear plan with scope, timeline and a transparent quote, prioritising the quickest wins first.
- 03
Build
We build in short iterations, sharing progress regularly so there are no surprises.
- 04
Support & improve
Training, documentation and ongoing support, with improvements based on real usage.
Data Cleansing & Quality: common questions
Can't find your answer? We are happy to talk through your situation.
Ask us a questionHow do you avoid deleting the wrong records?
We never delete data blindly. Matches are reviewed using clear rules, merges keep an audit trail, and we work on copies first so every change can be checked and reversed if needed.
Is data cleansing a one-off job?
The initial clean-up is usually a one-off project, but without validation rules data quality declines again over time. We recommend adding checks at the point of entry and periodic reviews.
Can you clean data inside our CRM directly?
Often, yes. Depending on the system, we either clean the data in place through its API or export, clean and re-import it in a controlled way.
How is our data kept secure during the project?
We work with the minimum data needed, use secure and access-controlled environments, and follow UK GDPR principles throughout.
Often combined with
Business Intelligence & Reporting
Turn raw data into clear, interactive dashboards and reports so your team can see what is happening and act on it, in real time.
Learn moreSystem Integrations
Connect your CRM, ERP, finance tools and spreadsheets so data flows between them automatically and stays in sync.
Learn moreAI & Machine Learning
Put AI to practical use: forecasting, classification, document processing and intelligent assistants built around your data.
Learn moreReady to talk about Data Cleansing & Quality?
Book a free, no-obligation consultation. We will review your current processes and show you where automation and better reporting can save time and money.