InsurCore Data extracts, cleans, maps, validates, and prepares business data from legacy databases, backup files, spreadsheets, APIs, and custom systems — regardless of age, format, or condition.
The Problem
Most software vendors want clean import files — most businesses have years of messy operational data that has never been cleaned.
Legacy systems are rarely well-documented. Tables, field names, and relationships are often inconsistent or undocumented.
Vendor export tools frequently don't export everything — attachments, notes, and custom fields get left behind.
Duplicate records, broken relationships, and inconsistent date formats create import failures at the worst possible time.
Internal IT teams rarely have the time or tools to handle a full extraction, cleanup, and transformation project alongside daily operations.
A failed data migration costs far more than doing it right the first time — in time, trust, and re-work.
What We Extract
InsurCore Data began with insurance agency management system conversions — one of the most complex and demanding data migration verticals in the small business world. That experience handling multi-gigabyte SQL backups, legacy AMS exports, and poorly documented schemas translates directly into every legacy data project we take on.
The Process
We inspect the source files, database, or export structure to understand what exists and what condition it's in.
We identify tables, fields, relationships, record counts, duplicates, and critical business objects.
We map the source data to the destination system or desired output format, including any custom field logic.
We clean, normalize, restructure, and convert the data using scripts, tools, and custom logic.
We deliver clean, structured, import-ready data files with a validation report and audit trail.
FAQ
That's common. Send us a sample or describe the software and we'll identify the format. We've worked with dozens of legacy systems and can usually identify the source type from a file extension or system name alone.
Simple file-based conversions (CSV, Excel) can turn around in days. Complex database extractions with cleanup and validation typically take 2–6 weeks depending on data volume and quality.
Clean, structured data files in your target format — CSV, XLSX, SQL, or direct database import. We include a validation report with record counts, exception logs, and an audit trail.
Yes. We sign NDAs before reviewing any data and handle all files with secure transfer, encrypted storage, and access controls. Data is used only for the conversion project and deleted after delivery.
Yes. Our platform supports TB-scale file processing using a streaming architecture — no memory limits, no size caps. We've processed multi-gigabyte BAK files and large Paradox database folders.
We offer a free initial data review — no commitment required. Send us a sample file or describe your source system and we'll tell you exactly what's possible.