Data Engineering Services
Build scalable, reliable data pipelines that power analytics and AI
Build robust data pipelines to streamline collection, transformation, and storage across diverse sources. Enable high performance data infrastructure for AI driven insights and automation.
ChallengesWeSolve
These are the problems enterprises face every day — and exactly why they partner with Brilliqs.
Broken Data Pipelines Cause Silent Failures
Overnight pipeline failures go undetected. Teams discover stale dashboards hours later, eroding trust in analytics and delaying critical business decisions.
Manual ETL Scripts Waste Engineering Time
Data engineers spend 60% of their time maintaining fragile scripts, running manual imports, and debugging CSV parsing errors instead of building scalable infrastructure.
Data Silos Prevent a Unified View
Customer, financial, and operational data live in disconnected systems — CRM, ERP, spreadsheets — making it impossible to get a single source of truth.
WhatChangesAfterWeDeliver
99.9%
Pipeline Uptime SLA
Automated monitoring, self-healing retries, and real-time alerting ensure data pipelines run reliably around the clock.
60%
Reduction in Manual Data Work
Fully automated ETL/ELT pipelines replace manual scripts, freeing engineers to focus on high-value data products.
1
Unified Data Warehouse
All sources consolidated into a single, governed data warehouse — clean, deduplicated, and ready for analytics and AI.
KeyCapabilities
Data Pipeline Development
Design and build scalable pipelines to collect, process, and transform data efficiently
ETL & ELT Automation
Automate data extraction, transformation, and loading for faster and reliable workflows
Data Integration
Seamlessly connect multiple data sources into a unified and consistent system
Data Quality & Validation
Ensure accurate, clean, and consistent data with validation and monitoring processes
Scalable Data Architecture
Build cloud-based data systems that scale with growing business needs
Real-time Data Processing
Enable real-time data streaming and analytics for faster decision-making
OurApproach
A proven 4-phase methodology refined over 20+ years of enterprise delivery — designed for minimal risk and maximum impact.
Discover & Assess
We audit your current systems, data landscape, and pain points to build a clear picture of where you are and where you need to be.
Deliverables
Design & Architect
We design the target architecture — selecting the right tools, cloud services, and patterns for your scale, budget, and compliance needs.
Deliverables
Build & Automate
We build production-grade solutions in 2-week sprints with automated testing, CI/CD, and stakeholder reviews at every milestone.
Deliverables
Deploy & Optimize
We deploy to production with full monitoring, optimize performance, and transfer knowledge to your team. We stay on for ongoing support.
Deliverables
Discover & Assess
We audit your current systems, data landscape, and pain points to build a clear picture of where you are and where you need to be.
Deliverables
Design & Architect
We design the target architecture — selecting the right tools, cloud services, and patterns for your scale, budget, and compliance needs.
Deliverables
Build & Automate
We build production-grade solutions in 2-week sprints with automated testing, CI/CD, and stakeholder reviews at every milestone.
Deliverables
Deploy & Optimize
We deploy to production with full monitoring, optimize performance, and transfer knowledge to your team. We stay on for ongoing support.
Deliverables
Ready to Start?
Phase 1 is a free discovery call — no commitment, just a conversation about your challenges.
TechnologiesWeUseforDataEngineering
We leverage the world's most robust data and AI frameworks to build scalable, future-proof platforms.
SampleEngagements
Real projects, real outcomes. Here's how we've delivered measurable impact across industries.
Challenge
A Pune-based automotive parts manufacturer operated 12+ disconnected data sources across MES, ERP, and IoT systems — causing 4-hour reporting delays and frequent data conflicts.
Our Solution
Deployed a real-time streaming pipeline using Apache Kafka and Spark, feeding a centralized Snowflake warehouse with automated dbt transformation models and Airflow orchestration.
Impact
Reporting latency reduced from 4 hours to 8 minutes. Production downtime decreased by 35%. Annual savings of ₹1.2Cr in operational efficiency.
Industry
Manufacturing
Challenge
A multi-hospital network needed to unify patient records from 40+ clinical systems while maintaining strict HIPAA compliance and sub-second query performance.
Our Solution
Architected a secure data lake on AWS S3 with Lake Formation access controls, automated PII encryption, comprehensive data lineage, and real-time quality validation rules.
Impact
Achieved 99.97% data accuracy across all hospital systems. Passed HIPAA audit with zero findings. Patient lookup time reduced from 12 seconds to 400ms.
Industry
Healthcare
Challenge
India's second-largest fleet operator processed GPS and sensor data from 5,000+ vehicles using manual spreadsheets — causing 24-hour delays in route optimization decisions.
Our Solution
Built an event-driven pipeline with Apache Kafka ingesting 50M+ events/day, processed through Spark Streaming, and served via real-time Power BI dashboards with geospatial analytics.
Impact
Eliminated all manual data processing. Live dispatch optimization reduced fuel costs by 22% and improved on-time delivery from 78% to 94%.
Industry
Logistics
IndustriesWeServe
Tailored solutions for the unique data and technology needs of each industry.
Manufacturing
Real-time IoT data pipelines connecting MES, ERP, and sensor systems for unified production visibility.
Key Use Cases
Security&Compliance
Every solution we build meets enterprise security standards from day one — not bolted on after.
Data Encryption at Rest & In Transit
AES-256 encryption at rest and TLS 1.3 in transit across all environments — development, staging, and production.
Role-Based Access Control (RBAC)
Fine-grained access policies with least-privilege defaults ensure teams only access the data they're authorized to see.
Audit Trails & Data Lineage
Complete traceability of every data transformation and access event — who changed what, when, and why.
Regulatory Compliance Built In
Architecture designed for GDPR, HIPAA, SOC 2, and industry-specific frameworks from day one — not bolted on after.
Automated PII Detection & Masking
Sensitive fields are automatically discovered, classified, and masked in non-production environments to prevent data leaks.
Disaster Recovery & Business Continuity
Automated backups with defined RPO/RTO targets and cross-region replication for business-critical data assets.
FrequentlyAskedQuestions
Find answers to common questions about our services and approach.
RelatedServices
Data Visualization
Transform complex datasets into intuitive, interactive dashboards and reports. Enhance data storytelling through clear, impactful visual representations for better understanding.
Data Analytics
Unlock actionable insights from raw data using AI powered analytics and predictive modeling. Drive smarter business decisions with real-time and trend based data analysis.
Data Management
Ensure data accuracy, security, and compliance with structured governance frameworks. Optimize data accessibility and integrity to empower business intelligence and analytics.
Get a Free Data Engineering Assessment
Our experts will review your current setup and recommend next steps.