Architecting for
Infinite Scale
Beyond simple hosting. We engineer cloud-native systems that are resilient, automated, and optimized for peak performance and cost-efficiency.
Is Your Infrastructure
Holding You Back?
Legacy systems and poorly architected cloud environments are the #1 cause of slow deployments and high operational costs. Don't let your servers be your bottleneck.
High Operational Costs
Paying for idle resources and inefficient instances is a direct drain on your company's bottom line.
Frequent Downtime
If a single server failure crashes your app, you lack the redundancy required for modern enterprise reliability.
Slow Deployments
If it takes weeks to provision new environments, your competitors are out-innovating you every single day.
Our Technology Stack
We are platform-agnostic, choosing the right tool for your specific throughput and latency needs.
ETL & Orchestration
- Apache Airflow
- dbt (Data Build Tool)
- AWS Glue
- Azure Data Factory
Warehousing & Lakes
- Snowflake
- Google BigQuery
- Amazon Redshift
- Databricks Lakehouse
Streaming & Compute
- Apache Kafka
- Apache Spark
- PySpark
- Kubernetes
BI & Visualization
- Power BI
- Tableau
- Looker
- Grafana
Data Engineering Solutions
We architect the backbone of your digital business. From migration to advanced analytics, we ensure your data is secure, accessible, and accurate.
Data Strategy & Consulting
We define a clear, scalable roadmap tailored to your business goals. We assess your current infrastructure and design a future-proof architecture.
Data Warehouse & Lakes
Implementation of high-performance data lakes (S3, Azure Blob) and warehouses (Snowflake, Redshift) for centralized, structured storage.
Pipeline Development
Robust ETL/ELT pipelines that move data securely from disparate sources to your central platform, supporting both batch and real-time streams.
Data Processing
Raw data is often messy. We implement automated cleaning, validation, and transformation rules to ensure your data is analytics-ready.
BI & Analytics
Turn processed data into visual stories. We connect your warehouse to PowerBI, Tableau, or custom dashboards for real-time decision making.
Legacy Migration
Move from on-premise servers to the cloud with zero downtime. We handle the complexity of migrating petabytes of data securely.
Impact by Industry
Tailored data architectures for your specific vertical.
Healthcare
Unified patient records (EHR) and predictive analytics for personalized care, fully HIPAA compliant.
Fintech
Real-time fraud detection pipelines and automated regulatory reporting (KYC/AML) using big data.
Retail & E-com
Inventory forecasting models and 360-degree customer view to drive personalization and sales.
Why Trust Constelly for
Data Engineering?
Most businesses sit on terabytes of unused data. We unlock that value. Our team combines deep industry expertise with certified cloud partnerships to deliver secure, compliant, and high-performance solutions.
Certified Experts
AWS, Google Cloud, and Azure certified engineers with 50+ delivered projects.
Security First
ISO 27001:2022 and HIPAA compliant processes ensuring your data is audit-ready.
Cost Optimization
Intelligent pipeline design that reduces cloud storage and compute costs by up to 40%.
4x
Faster Resolution
70%
Fewer Errors
45%
Lower Overhead
24/7
Global Support
How We Engineer Success
Our proven methodology ensures seamless delivery from extraction to insight.
1. Extraction & Loading
We connect to your varied data sources (CRM, ERP, IoT, Logs) and build secure pipelines to ingest data into a centralized staging area.
2. Transformation & Cleaning
Using modern ELT processes (dbt, Python), we clean, normalize, and enrich the data within the warehouse to prepare it for consumption.
3. Insight Delivery
We connect the structured data to BI tools and ML models, enabling your team to visualize trends and predict outcomes in real-time.
4. Governance & Monitoring
We set up automated alerts (Datadog, Prometheus) and access controls to ensure your pipeline remains healthy and secure 24/7.
Flexible Engagement Models
Choose the hiring model that fits your project needs and budget.
Dedicated Team
An extension of your in-house team. Best for long-term projects with evolving requirements.
- Full control over team
- Monthly billing
- Scalable resources
Fixed Price
Best for small to medium projects with well-defined scope and deliverables.
- Defined budget & timeline
- No hidden costs
- Milestone based payment
Time & Material
Pay for the hours worked. Ideal for projects where scope is not fully defined.
- High flexibility
- Hourly billing
- Change scope anytime
Frequently Asked Questions
Everything you need to know about our cloud engineering services.
What is the difference between Cloud Engineering and DevOps?
Do you support Multi-Cloud and Hybrid Cloud environments?
How do you optimize Cloud Costs (FinOps)?
What is your approach to Cloud Security?
Can you migrate legacy applications to the Cloud?
What is Infrastructure as Code (IaC) and why do you use it?
How do you ensure High Availability and Disaster Recovery?
Do you provide Serverless Architecture solutions?
How quickly can we start a project?
What are your engagement models?
Constelly is a premier digital transformation partner, specializing in AI, Cloud, Blockchain, and Mobile solutions. We engineer scalable, future-ready products for enterprises worldwide.
Company
Contact
- LINK, 100 FT RCC ROAD, Serenity Space Rd, near JLR Showroom, Upper, Gota, Ahmedabad, Gujarat 382481
- [email protected]
- India: +91 9054596905
Canada: +1 (613) 410-5634
© 2026 Constelly Inc. All rights reserved.