Our solution

Give Datally the preparation. Keep the decisions that matter.

Automatic connects the work from source files to a reviewed result, with a visible plan, progress, and questions along the way.

Try the demo

Working together

Your context. Datally’s coordination.

Your part
  1. 01Add your source files
  2. 02Include a target example if you have one
  3. 03Review questions that need context
  4. 04Inspect the output and validation findings
  5. 05Decide when the result is ready to use
You bring the meaning behind the data.
Datally handles
  1. Analyze the files and plan the preparation
  2. Propose a target when none is supplied
  3. Match columns and translate supported values
  4. Run checks and surface unresolved decisions
  5. Prepare the output and save the Pipeline
Preparation with a record you can follow.

Capabilities

Built for the messy reality

The capabilities behind Automatic are available for inspection in Advanced mode.

Checks with visible findings

See which records fail configured checks. The default review policy asks before producing output with validation errors.

Column matching with context

Deterministic matches come first. Available AI can help with uncertain cases, and unresolved choices come back for review.

Consistent categories and codes

Translate source values into the target dictionary vocabulary. Keep approved decisions for subsequent runs.

Saved projects and Pipelines

Keep the preparation, its decisions, and the output run together. Reuse accepted settings for the next set of files.

Exception Explorer

Filter, group, and investigate validation exceptions, with duplicate detection, before anything ships.

Advanced controls

Open the full workbench when you want to edit dictionaries, mappings, translations, or rules directly.

Reusability

Keep your accepted work for the next run

Saved projects and reusable Pipelines preserve the settings behind your output. Review new files and changed assumptions before running again.

Session snapshots

Save the complete workflow state at any point and restore an earlier version if something goes wrong.

Version control

Lock dictionaries, mappings, and translation rules. Track what changed, when, and by whom.

Reusable templates

Export a session, share it, and apply a proven workflow to the next source — institutional knowledge that stays.

Example version history
Dictionary v3.2Current

Added 15 new source mappings

Mapping config v2.12 days ago

Locked after Q4 review

Translation rules v1.81 week ago

Updated product codes

Session baseline1 month ago

Initial setup

Inspect the versions behind an output

Ready to automate the busywork?

Follow the getting-started guide, then try a small set of your own files in Automatic.

Start your first project