Production-Grade Data Infrastructure — Elwin Technologies
Production-Grade Data Infrastructure
From raw operational data to a strategic enterprise asset — pipelines, lakehouses, and real-time streaming built for AI-ready enterprises.
Discuss Your Data StackEvery layer of your data stack
From ingestion to insight — engineered for performance, governed for trust.
ETL/ELT Pipelines
Design and implement robust data pipelines using dbt, Apache Spark, Airflow, and Azure Data Factory — built for reliability and scale.
Data Lakehouse Architecture
Modern lakehouse blueprints on Delta Lake, Apache Iceberg, Databricks, and Microsoft Fabric — one platform for BI and AI.
Real-Time Streaming
Sub-second event pipelines with Apache Kafka, Flink, Kinesis, and PySpark — operational intelligence at the speed of business.
Cloud Data Warehouses
Optimise and operate Snowflake, BigQuery, Redshift, and Synapse — query performance tuned, costs controlled.
Data Quality & Observability
Automated data quality checks and pipeline monitoring with Great Expectations and Monte Carlo — trust your data.
Master Data Management
Governance frameworks, Unity Catalog, and Apache Atlas — a single source of truth across your enterprise.
A structured path from chaos to clarity
Four phases, zero surprises — every engagement follows a proven delivery framework.
Discovery & Audit
Assess current data maturity — sources, quality, lineage, and infrastructure gaps — to establish a clear baseline.
Architecture Design
Produce a lakehouse blueprint: tool selection, data model, ingestion patterns, and governance framework.
Build & Migrate
Implement pipelines, run parallel testing, and execute a zero-disruption cutover from legacy systems.
Operate & Optimise
Continuous monitoring, alerting, cost optimisation, and iterative improvement — your data stack never stands still.
What clients actually see
Honest benchmarks from our delivery work — not marketing copy.
Faster query performance after warehouse optimisation
Reduction in pipeline failures with observability tooling
Data freshness SLA for operational dashboards
Tools we work with
Best-in-class, vendor-agnostic — we pick what fits your stack.
Ready to make your data work for you?
Let's talk about your data infrastructure — no commitment, just a conversation.
Book a Discovery Call