Data Engineering -

Smart Data Pipelines Scalable Infrastructure Actionable Insights

We design efficient data pipelines, real-time processing, and scalable storage solutions that ensure data integrity, fast access, and meaningful insights for smarter business decisions.

We Provide Data Engineering Services

Data Pipeline Development

Design and deploy scalable data pipelines that automate data movement, ensuring clean, consistent flow from sources to destinations.

Data Warehousing and ETL

Build robust data warehouses and ETL systems to store, transform, and structure enterprise data for fast, reliable access.

Big Data Solutions

Implement scalable big data architectures to manage, analyze, and extract insights from massive structured and unstructured datasets effectively.

Real-Time Data Processing

Enable instant decision-making by streaming and processing data in real time using modern, low-latency technologies and tools.

Data Lake Implementation

Deploy flexible data lakes that accommodate raw, semi-structured, and structured data for future analysis, AI, and machine learning.

Data Quality and Governance

Maintain accurate, reliable data through strong validation, governance policies, lineage tracking, and compliance with industry data standards.

Technologies We Use

Data Pipelines

Apache Airflow
Prefect
Luigi

ETL

Talend
Informatica
dbt

Big Data

Apache Spark
Hadoop
Flink
Kafka

Warehousing

Snowflake
Google BigQuery
Amazon Redshift
Azure Synap

Databases

PostgreSQL
MongoDB
Cassandra
ClickHouse

Cloud

AWS Glue
Google Dataflow
Azure Data Factory

Orchestration

Kubernetes
Docker

18 year Experiences

About Software Stories Ltd

Why Choose Us

Full-Spectrum Services

From concept to deployment, we offer end-to-end IT and software services under one roof.

Certified Domain Experts

Work with a team of industry-certified professionals committed to delivering high-quality, reliable solutions.

Domain-Driven Approach

We understand your business—our solutions are tailored by domain experts to meet real-world needs.

Projects Delivered

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Countries

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Industries

Success Rate

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Here are client reviews

We build reliable data pipelines that turn scattered information into valuable, structured, and actionable insights.

Their AI-driven chatbot solution saved us hundreds of support hours monthly. LLM integration made our operations faster, smarter, and customer-friendly. Excellent delivery and team communication throughout the entire process.

David Armstrong

Entrepreneur

We used their LLM expertise to enhance our document processing workflow. Turnaround times dropped by 50%. The AI models were well-trained, accurate, and tailored exactly to our industry needs.

Sophie Hughes

Entrepreneur

Software Stories transformed our content strategy using custom-trained language models. The results were amazing—hyper-personalized recommendations and smarter automation. Their tech team knows LLMs inside out. Highly recommended service!

Markus Schneider

Designer

 4.6/5

 4.5/5

 4.4/5

 4.7/5

Still Curious? We've Got Answers

What is data engineering, and why do I need it?

Data engineering builds the foundation for analytics by organizing, processing, and optimizing raw data for business insights.

Do you build real-time data pipelines?

Yes. We specialize in real-time streaming pipelines using tools like Apache Kafka, Spark, and Flink for instant data flow.

What’s the difference between data lakes and data warehouses?

Data lakes store raw, unstructured data; warehouses store structured, query-ready data for faster reporting and analytics.

Can you help with big data architecture?

Absolutely. We design scalable big data solutions using Hadoop, Spark, and cloud-native technologies for enterprise-scale processing.

How do you ensure data quality and governance?

We implement validation rules, lineage tracking, and automated quality checks aligned with governance policies to ensure reliable data.

Which cloud platforms do you support?

We work with AWS, Google Cloud, Azure, and hybrid environments for scalable, cost-efficient data infrastructure and management.

Do you offer ETL and ELT services?

Yes. We design custom ETL/ELT workflows to transform and load data efficiently from multiple sources into your target systems.

We craft intelligent, future-ready digital solutions—spanning web, mobile, AI, and cloud—to empower businesses with performance, security, and seamless user experiences across every platform.