Use Cases
Where messy files slow teams down.
Explore where Valiance Labs helps turn recurring files into cleaner outputs, from spreadsheet consolidation and multi-location reporting data to supplier product files, import-ready files, migration prep, business list cleanup, and recurring report inputs.
Common file problems
Choose the situation closest to the files your team keeps fixing.
Each page explains the messy-file problem, the clean output, and where Data Preparation capabilities fit.
Spreadsheet Consolidation
Combine recurring spreadsheets, CSVs, and exports into one clean structured output.
Potential outputs
- Consolidated dataset
- Standardized source table
- Source-tracked output
- Exception list
- Dashboard-ready export
Multi-Location Reporting Data Consolidation
Prepare and consolidate recurring files from branches, stores, facilities, operators, or locations into one clean structured output.
Potential outputs
- Consolidated location dataset
- Standardized location table
- Source-tracked output
- Location-level exception list
- Dashboard-ready export
Dashboard-Ready Data
Prepare messy files before they feed Power BI, Tableau, Looker, Excel models, or internal dashboards.
Potential outputs
- Dashboard-ready dataset
- BI-ready source table
- Standardized metric table
- Validated dashboard input
- Excel model-ready export
Import-Ready CSV Prep
Clean, map, and validate files before they are uploaded into CRMs, SaaS tools, databases, or internal systems.
Potential outputs
- Import-ready CSV
- Mapped field file
- Deduplicated record list
- Rejected-row report
- Validation report
Supplier Product File Standardization
Clean and standardize recurring product, price, inventory, catalog, SKU, and attribute files from suppliers before they move into the next system.
Potential outputs
- Clean product CSV
- Standardized SKU table
- Mapped attribute file
- Missing-field report
- Catalog-ready export
Data Migration Prep
Prepare old exports, spreadsheets, and business records before a platform change or system migration.
Potential outputs
- Migration-ready dataset
- Cleaned source export
- Mapped fields
- Deduped records
- Mapping documentation
Business List Cleanup
Clean and standardize customer, vendor, contact, product, location, or entity lists before they are used.
Potential outputs
- Clean customer list
- Deduplicated contacts
- Normalized company names
- Standardized product list
- Validated vendor list
Recurring Report Preparation
Turn recurring files into clean inputs for monthly reports, stakeholder updates, client reports, and reporting packages.
Potential outputs
- Report-ready export
- Monthly reporting dataset
- Clean Excel/CSV
- Review-ready output
- Report package input
Next step
Talk through the file problem your team wants to fix.
Use the form to describe the recurring files, cleanup work, and clean output your team needs. No upload is required to start the conversation.