Data Engineering Services
We build robust, scalable, and intelligent data pipelines that fuel smarter decisions and faster innovation
Modern Data Pipeline Architecture
Our pipelines are optimized for real-time ingestion, transformation, and delivery across hybrid data environments.
Data Lake and Warehouse Development
We architect centralized data lakes and high-performance warehouses tailored to your business needs. These storage layers empower unified analytics, reduce data silos, and support high-throughput query performance.
ETL and ELT Workflows
Implement robust ETL/ELT workflows with built-in validation, error handling, and metadata logging. We automate extraction, transformation, and loading processes to ensure data readiness and reliability.
Metadata Management and Data Cataloging
Enhance discoverability and governance with AI-powered metadata systems and catalogs. Our solutions offer lineage tracking, automated tagging, and role-based data access to ensure compliance and transparency.
Data Quality Monitoring and Anomaly Detection
Use real-time monitoring and AI-based detection to flag data inconsistencies and ensure trusted data at every step. Our systems proactively detect schema drift, null spikes, and ingestion failures.
Streaming Data Integration
Connect and process high-velocity data from IoT, clickstreams, and event-based systems. We build streaming data infrastructure that supports real-time analytics, decisioning, and alerting.

Consolidated siloed data sources into a single AI-ready platform for a healthcare client, improving reporting speed by 3x.
Built a real-time inventory tracking system for a global retailer using Kafka and Spark Streaming.
Implemented a data catalog with AI-based tagging and lineage for a Fortune 100 telecom, improving data searchability by 60%.
Deployed automated anomaly detection on ingestion pipelines, reducing data downtime by 90% for a banking major.

Scalable, cloud-native pipelines tailored to hybrid and multi-cloud ecosystems
Deep expertise in ETL, ELT, real-time data, and AI-driven metadata systems
Proven success modernizing data infrastructure for Fortune 500 clients
Built-in compliance, observability, and anomaly detection across pipelines
Flexible architectures supporting BI, ML, and advanced analytics initiatives.

Human-Centric Impact.
From Fortune 500s to digital-native startups — our AI-native engineering accelerates scale, trust, and transformation.










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Aziro has been a true engineering partner in our digital transformation journey. Their AI-native approach and deep technical expertise helped us modernize our infrastructure and accelerate product delivery without compromising quality. The collaboration has been seamless, efficient, and outcome-driven.
Fortune 500 company