Service B
Data Cleanup & Structuring
Messy, duplicated or disorganized data fixed at the source, so your reporting is built on numbers you can trust.
Sound familiar?
Does your data look like this?
What you get
Data you can build on
Follow the flow from the first audit to a documented handover, with optional support if you want it after the cleanup.
Full data audit
We review your files and systems to find what is duplicated, mislabeled, missing or inconsistent.
Cleanup, standardization and normalization
Duplicates resolved, formats and labels made consistent, gaps flagged, so every field means one thing.
Mapping into one structure
Data scattered across files is mapped into a single, consistent format that is reliable to build on. Your raw files are always preserved.
Documented structure
A clear map of your fields, definitions and rules, so your data stays organized going forward, not just fixed once.
Review with you
We walk you through what changed and confirm it matches how your business actually works.
SOP documentation handover
You keep a written guide to keeping the data clean, so your team never depends on one person to maintain it.
Optional ongoing support
Keep data quality high as new data arrives, with periodic cleanups and refreshes as an ongoing engagement.
See Ongoing Analytics Support →How it works
From messy to reliable
A simple process, scoped up front so you know what to expect.
Audit
We look at every source and catalogue the problems before touching anything.
Clean
We remove duplicates and standardize formats, labels and values.
Structure
We organize the data into one consistent, well-defined format.
Document and hand over
You get the documented structure and an SOP so it stays clean.
See an example
Clean data changes what you can do
Reliable, consistently structured data is what dashboards, automated reports and AI-assisted analysis all depend on. Our interactive sample on illustrative data includes a before-and-after view of the difference.
Common questions
Questions we hear often
What kinds of data problems do you fix?
Duplicate records, inconsistent formatting and labels, missing values and information split across multiple files. We also handle data standardization, normalization and mapping, so values from different sources line up and mean the same thing. The result is one consistent format you can rely on.
Will my original files be changed?
No. Your raw files are always preserved. We work from copies, so you can always go back to exactly what you gave us.
How long does a cleanup take?
It depends on how much data you have, how many sources are involved and the condition it is in. After a short review we’ll give you a clear estimate.
Will this make my data ready for AI and automation?
Clean, consistently structured data is what automation and AI-assisted analysis depend on. We structure your data so it is ready for them, whether or not you use them today.
Can you build dashboards on the cleaned data?
Yes. Many clients pair this with Custom Dashboard Design so the cleanup flows straight into reporting.
How do you handle my data and my privacy?
We keep your raw files preserved and work from copies. We use business-tier AI workflows under commercial terms, not public consumer tools, and we only access the data your project needs. We’re glad to sign an NDA or include confidentiality terms in our agreement. We can also support secure email and communications and data encryption when your project calls for it. If you have specific requirements, such as restricted fields or approved tools, tell us at the start and we’ll work within them.
How does pricing work?
We scope each project up front so you know what is included before we start. Book a free consult and we’ll walk through options and a quote.