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Data integration & ETL

Get spreadsheet data into your systems, clean and validated

Our plug-and-play ETL microservice uses Excel as a source, extracts and transforms the data, validates and cleans it, and loads it into your target database or system. Configure it once, reuse it for every file that follows.

  • Excel source
  • Validation rules
  • Database targets
  • Runs as a microservice

Pipeline

Six stages, each one configurable

  1. STEP 1ExcelWorkbook or upload
  2. STEP 2ExtractRead rows and columns
  3. STEP 3TransformMap, convert, normalize
  4. STEP 4ValidateRules and data types
  5. STEP 5LoadInsert or update target
  6. STEP 6Target systemReady for reporting

Select a step to see what happens there.

Try it

Run a sample timesheet through the pipeline

Six rows from a September timesheet. Two have problems. Press Run to see how the microservice handles them.

timesheet_sept.xlsx → dbo.TimeEntriesDemo data
  1. Extractread sheet
  2. Transformmap & normalize
  3. Validateapply rules
  4. Loadwrite to target

Source · Sheet “Timesheet”

Green rows loaded. Red rows quarantined with a reason.

Run log

Why a microservice

Simple to adopt, easy to reuse

Instead of writing a one-off import for every spreadsheet, you configure mappings and rules for each file type. The same service handles the next file, the next department and the next system.

  • Configuration over code

    Mappings and validation rules are settings, not custom programs.

  • Multiple targets

    Load to the databases and systems you already run.

  • Nothing silently dropped

    Every rejected row is kept with its reason for follow-up.

  • Traceable batches

    Each load is tagged so you can see what came from which file.

  • A service, not a script

    Runs as a microservice that other applications and workflows can call.

  • Reusable everywhere

    The same service supports new files, departments and systems.

Beyond Excel

System integration and data transformation

The ETL microservice is one piece of our data integration work. We also connect applications to each other and prepare data for reporting.

System-to-system integration

Keep records in sync between time, billing, HR, CRM and project systems.

Database integration

Design schemas and pipelines that feed reporting databases reliably.

Reporting-ready data

Clean, modeled data for Tableau dashboards and SAP Crystal Reports.

Still importing spreadsheets by hand?

Tell us about a typical file and where the data needs to go. We'll show you how the microservice would handle it.

Automate your data loads