Data Foundation
Clean, governed, federated — the foundation everything else sits on.
Connect source systems, databases, files, supplier feeds, and APIs. Eliminate duplicates that inflate your data estate. Fill the gaps that break search, matching, and partner integrations. Validate against TecDoc, ETIM, GS1, OCPP.
What it does
Five jobs, one pipeline.
Every record entering Meshbase is connected, matched, deduplicated, validated, enriched, and lineaged — without bespoke ETL.
Connect everything
Import from operational systems, databases (Postgres, MySQL, MSSQL), files (CSV, JSON, Parquet), supplier feeds, and HTTP APIs through the pipeline-engine adapter framework.
Deduplicate at scale
Exact, fuzzy, and semantic deduplication against SKU, EAN, MPN+Brand, and standard identifiers. Configurable confidence thresholds.
Validate continuously
Business-rule validation runs on import, write, and schedule. Errors surface in Composer with auditable resolution paths.
Enrich against standards
TecDoc for automotive parts, ETIM for retail, GS1 for products, OCPP for charging — plus AI enrichment via Gemini for unstructured fields.
Lineage by default
Every mutation emits a MutationLineageEvent. Combined with EnrichmentLog and ImportRun, you get a single answer to 'where did this value come from?'.
Tenant-safe storage
Multi-tenant Postgres with policy-based scoping, defense-in-depth Prisma extensions, soft-delete by default, and GDPR-aligned retention.
Standards we speak
TecDoc · ETIM · GS1 · OCPP · ISO 15118 · OCPI
Meshbase bends toward open, industry-published standards instead of locking you in. Your data stays portable, your stack stays yours.
4 weeks to a clear go/no-go
Bring a sample. We'll show you the dedup result by next week.
Pilot kits include a sandbox with seed data so you can build before signing.