Data Work
Migrations, cleanup, transformations, and reporting. If it lives in a spreadsheet or database, we can sort it out.
Book a CallData problems compound. A messy spreadsheet becomes an unreliable report. A botched migration means months of manual corrections. A system that cannot talk to another system means someone on your team is doing data entry that should not exist. We fix these problems at the source.
Whether you need to migrate data between platforms, clean up years of accumulated junk, transform records into a new format, or build reporting that actually reflects reality, we handle it methodically. We write scripts for repeatability, validate everything against the source, and document our work so you know exactly what changed and why.
We work with spreadsheets, relational databases, APIs, flat files, and the strange proprietary formats that legacy systems love to export. If you can get the data out, we can make it useful.
How It Works
Assess the Data
We look at what you have — the format, the quality, the volume, and where it needs to go. We identify problems early and set a clear plan.
Clean & Transform
Deduplication, normalization, format conversion, field mapping, and validation. We get your data into the shape it needs to be in.
Deliver & Verify
Migrated data is verified against the source. Reports are reviewed for accuracy. You get clean deliverables and documentation of everything we did.
Frequently Asked Questions
CSV, Excel, JSON, XML, SQL databases (MySQL, PostgreSQL, SQL Server), Google Sheets, Airtable, and most CRM and ERP systems. If your data lives somewhere, we can get it out, clean it up, and put it where it needs to go.
We write scripts to automate the cleaning and transformation process rather than doing it by hand. This makes the work repeatable, auditable, and much faster — especially for datasets with hundreds of thousands of rows or more.
Yes. We build automated reporting pipelines that pull data from your systems on a schedule and deliver formatted reports to your inbox, a dashboard, or wherever you need them.
Yes. If you need a new database schema, a restructured existing database, or a migration from one database system to another, we handle the architecture, migration scripting, and data validation.