Data Cleaning & Transformation
Stop letting messy data slow you down. Get clean, reliable datasets ready for analysis, reporting, and integration—fast.
Get a Free ConsultationWhy Data Cleaning Matters
Bad data leads to bad decisions. We turn your raw, messy datasets into clean, standardized, and ready-to-use information—so your analytics, dashboards, or operations are accurate and dependable.
No more missing fields, duplicates, or errors. Just trusted data, every time.
Where Data Cleaning Delivers Value
De-Duplication & Error Correction
Remove duplicate customer records, spot errors, and prevent confusion before it costs you money.
Example: A membership organization finds and removes hundreds of duplicate accounts, improving member communication and reducing wasted mailings.
Missing Value Imputation
Fill in blanks and missing data so your reports and analyses are complete and reliable.
Example: A healthcare provider fills missing fields in patient records—enabling better reporting and regulatory compliance.
Standardization & Reshaping
Get all your data into a single, usable format—ready for analytics, migration, or reporting.
Example: A manufacturer standardizes supplier lists and transaction types, making it easy to join and analyze data from multiple sources.
Outlier & Error Flagging
Identify and flag suspicious or corrupt records—before they cause costly mistakes.
Example: An operations team spots outlier transactions before they impact quarterly reports, preventing bad decisions and rework.
Our Cleaning & Transformation Process
- Free Discovery Call: Describe your data and pain points. We’ll outline what’s possible, show sample results, and provide honest pricing—no obligation.
- Data Review & Profiling: We analyze your dataset(s), identify all issues, and recommend a treatment plan—before any work begins.
- Cleaning & Transformation: We execute all planned steps—removing duplicates, fixing errors, standardizing formats, and reshaping your data as needed.
- Validation & QA: You get a clean dataset, scripts or documentation, and a change log—so you know exactly what was changed and why.
- Optional Ongoing Support: Need regular data cleaning or refreshes? We offer monthly and quarterly options to keep your data clean.
What You Need to Get Started
- Raw data file(s) or access to the source system
- Clear cleaning or transformation goal (what’s broken, what’s needed)
- Basic understanding of your data volume or types
- Willingness to sign a mutual NDA (your data’s security is our priority)
Not sure if your data is “cleanable”? Most projects are easier than clients expect—book a free consult and find out!
Starter Pricing
- Pre-consult & Discovery: Free
- Typical cleaning/transformation project: $1,500 – $3,500
Contact us for a customized quote—every project is tailored to your data and your business.