Intelligence · Data Pipeline

Your data in. Your loops running. In under an hour.

Data Pipeline handles import, validation, and load for core entities with schema mapping, connector support, and a concrete OSS-to-cloud migration path.

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Products import · 1,247 rows · PROCESSING (84%)

1,239 valid ✓ · 8 warnings · 0 errors

Inventory sync · 4,821 records · Completed 14m ago

Supplier list · 89 records · Completed 2h ago

PO history · 312 records · Completed yesterday

6 entities

Products, inventory, suppliers, POs, orders, and locations

Field mapping

Map source columns to Better Data schema with transform rules

OSS path

CLI export from self-hosted OSS imports directly to cloud

Import any entity. Map any field.

Source data can be loaded without pre-reformatting. Field mapper controls keep schema translation explicit and repeatable across recurring import jobs.

- Products with SKU, GTIN, category, and supplier mapping
- Inventory with location, lot, expiry, and quantity context
- Supplier records with lead time and terms
- Purchase and sales orders with line detail

Your columns	Better Data field
product_code	SKU
description	name
qty_on_hand	on_hand_qty (int)
warehouse	location_id
exp_date	expiry_date

Validation report

1,239 valid ✓ · 8 errors ✗ · 0 warnings

Row	Issue	Type
42	SKU missing	Required
87	GTIN checksum fail	Format
203	Duplicate SKU LMB-BRS-001	Conflict

Validation before import, not after

Data integrity checks run before write. Teams get row-level diagnostics for required fields, formats, and conflicts, then choose exactly what proceeds to load.

- Required field checks before commit
- Format validation for numeric, date, and GTIN constraints
- Duplicate detection against existing records
- Downloadable row-level error reports with reason codes

OSS to SaaS migration that actually works

OSS export archives can be loaded directly through the SaaS import processor without manual remapping. Migration remains traceable and repeatable from command line to final job close.

- CLI export from OSS produces import-ready archive
- SaaS processor validates and loads in one job
- Tenant mappings preserved across environments
- Full audit trail for migration events

OSS Self-Hosted

betterdata export --tenant lumebonde --format zip

→

SaaS Import Processor

lumebonde-export-2026-03-06.zip

6 entity types · 4,821 records

Status: COMPLETED ✓

Built for operators and developers

Data Pipeline is the operational entry point for new tenants, migrations, and recurring sync jobs. Every load is validated and auditable before loops consume the data.