Automotive data · Database consolidation

Turn scattered
vehicle data into
one source of truth.

We consolidate fragmented automotive databases and analyse fleet, telematics and dealer data — so every decision runs on clean, unified, trustworthy numbers.

40+
Sources unified
99.4%
Match accuracy
1
Single database
LIVE CONSOLIDATION
ingest → normalize → match → merge0 records/s
Fleet & telematics Dealer & DMS records VIN & parts catalogs Warranty & service history Pricing & market feeds
What we do

Automotive data services, engineered end to end.

From raw, siloed feeds to a governed analytics-ready database. Each engagement is built around your data, your systems and the decisions you need to make.

S/01

Database consolidation

We bring fragmented automotive datasets — across dealers, systems and regions — into a single, de-duplicated and governed database.

  • Multi-source ingestion & schema mapping
  • VIN-level entity resolution & de-duplication
  • Master data model with a single source of truth
S/02

Automotive data analytics

Turn unified data into answers: fleet performance, residual values, demand and cost drivers — delivered as models and dashboards you can act on.

  • Fleet, usage & telematics analysis
  • Pricing, residual value & market intelligence
  • Predictive models for maintenance & demand
S/03

Data quality & enrichment

Standardise, validate and enrich records so downstream teams trust the numbers — cleaning that runs continuously, not once.

  • Cleansing, normalization & validation rules
  • VIN decoding & catalog enrichment
  • Continuous quality monitoring & alerts
S/04

Integration & pipelines

We connect DMS, telematics and third-party feeds into automated pipelines, so consolidated data stays fresh without manual work.

  • API & DMS connectors, scheduled syncs
  • Automated ETL / ELT with full lineage
  • Warehouse & BI-ready delivery layer
How it works

One pipeline, four disciplined stages.

Order matters here — each stage carries information the next one depends on, from raw feeds to a trusted, query-ready database.

01

Ingest

Securely collect every source — DMS, telematics, spreadsheets, catalogs, APIs.

→
02

Normalize

Map to a shared model; standardise units, codes, VINs and formats.

→
03

Match & merge

Resolve duplicates at entity level into one clean master record.

→
04

Analyse

Serve dashboards, models and exports on governed, trusted data.

Get started

Ready to consolidate your automotive data?

Tell us about your sources and the decisions you want to power. We'll scope a consolidation and analytics plan tailored to your operation.

Request a consultation → or email contact@autotechnexara.com
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