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Data Engineering Services

Build the Foundation of Intelligent, Scalable & Reliable Data Systems.

At Affiniti Hive Technologies — An Affiliated Company of Cognitive X Group, our Data Engineering services help organizations build fast, secure, and scalable data ecosystems that support analytics, automation, AI, and enterprise reporting.

We specialize in designing modern data pipelines, data lakes, warehouses, and integration frameworks that ensure your data is always clean, available, governed, and ready for decision-making.

We turn complex, messy data environments into powerful, structured engines for your business growth.

Why Our Data Engineering Services Stand Out

We bring a rare mix of technical depth, cloud capabilities, and business logic expertise, enabling us to build data systems that are:
  • Highly scalable
  • Fully automated
  • Cloud-optimized
  • Business-friendly
  • Analytics & AI ready
  • Secure and compliant
Our solutions support both small teams and global enterprises.

Our Data Engineering Portfolio

1. ETL / ELT Pipeline Development

We design and build end-to-end automated pipelines that move, clean, transform, and structure data from any source.

Our pipelines support:

  • Batch and real-time data processing
  • Multi-source integrations (ERP, CRM, databases, APIs)
  • Complex data transformations
  • Schema alignment
  • Versioning and orchestration
  • Error handling & recovery

Technologies:

  • Azure Data Factory
  • Apache Airflow
  • AWS Glue
  • Dbt
  • SSIS / SSRS
  • Informatica
  • Talend
Your data will flow seamlessly, reliably, and securely.

2. Data Warehouse Development

We design enterprise-grade data warehouses to serve as your organization’s single source of truth.

Our capabilities include:

  • Data modeling (Star, Snowflake, Data Vault)
  • Fact & dimension design
  • Incremental load pipelines
  • KPI alignment with business teams
  • Query optimization & performance tuning

Tools & platforms:

  • Snowflake
  • Azure Synapse
  • AWS Redshift
  • Google BigQuery
  • Databricks
Your dashboards and business applications load faster and remain accurate—even at scale.

Our Data Analytics Portfolio

3. Data Lake & Lakehouse Architecture

For organizations needing to store massive volumes of structured & unstructured data.

We build modern, scalable lakehouse architectures enabling AI, ML, automation & large-scale analytics.

Capabilities:

  • Data lake creation
  • Data ingestion frameworks
  • Partitioning & indexing
  • Metadata management
  • Delta Lake & parquet optimization

Services include:

  • Azure Data Lake
  • Amazon S3
  • Databricks Lakehouse
  • Hadoop Ecosystem

4. API, ERP, & System Integrations

We connect any system to any system.

We integrate data from:

  • ERPs (Oracle, SAP, Datatex)
  • CRMs (Salesforce, HubSpot, Zoho)
  • Databases (DB2, Oracle, SQL Server, MySQL, PostgreSQL)
  • SaaS tools (Ariba, Odoo, Shopify, Zendesk)
  • Third-party REST APIs & Webhooks
We automate multi-system data movement using secure, scalable frameworks.

Our Data Analytics Portfolio

5. Real-Time Data Streaming

For businesses requiring up-to-the-second data visibility.

We implement real-time ingestion for:

  • IoT sensor data
  • Manufacturing production lines
  • Retail sales packets
  • Financial transactions
  • Digital clickstream analytics

Technologies:

  • Apache Kafka
  • AWS Kinesis
  • Azure Event Hub
  • Spark Streaming

6. Database Development, Optimization & Administration

Ensure your databases are fast, healthy, scalable & secure.

Services include:

  • Schema design
  • Stored procedure development
  • Indexing & query optimization
  • Replication & clustering
  • Backup & recovery strategies
  • High availability setups

Databases we support:

  • Oracle
  • DB2
  • SQL Server
  • MySQL
  • PostgreSQL
  • MongoDB
  • Snowflake

Our Data Analytics Portfolio

7. Data Quality, Governance & Security

We implement governance frameworks ensuring your data is:

  • Accurate
  • Standardized
  • Consistent
  • Secure
  • Accessible to the right stakeholders

We design:

  • Data dictionaries
  • Quality validation rules
  • Stewardship models
  • Privacy & security standards
  • Privacy & security standards
  • Audit trails & monitoring

8. MLOps & AI Data Pipeline Enablement

We prepare your data infrastructure for AI.

Services include:

  • Feature store setup
  • ML pipeline orchestration
  • Data versioning
  • Model deployment architectures
  • Integration with LLM-powered apps
We ensure your AI models get the clean, real-time data they need.

Popular Tools & Technologies We Use

Data Engineering Tools

  • Azure Data Factory
  • Azure Data Factory
  • AWS Glue
  • Talend
  • Informatica
  • Dbt
  • SSIS / SSRS

Cloud Platforms

  • Microsoft Azure
  • AWS
  • GCP

Databases

  • Oracle
  • DB2
  • SQL Server
  • PostgreSQL
  • MySQL
  • MongoDB

Data Warehousing & Lakes

  • Snowflake
  • Azure Synapse
  • AWS Redshift
  • Google BigQuery
  • Databricks
  • Hadoop
  • Delta Lake

Cloud

  • Kafka
  • Kinesis
  • Azure Event Hub
  • Spark Streaming

Programming

  • Python
  • SQL
  • PySpark
  • Bash

Popular Data Engineering Certifications

Our engineers hold top industry certifications:

  • Microsoft Azure Data Engineer Associate
  • Microsoft Azure Data Engineer Associate
  • Google Professional Data Engineer
  • Databricks Data Engineer Associate / Professional
  • Snowflake SnowPro Core Certification
  • Microsoft SQL Server & SSIS Certifications

These certifications ensure our solutions meet global standards.

Attractive Data Engineering
Project Portfolio

1. Enterprise Data Warehouse for Multi-Factory Operations (Manufacturing)

• Centralized data from Oracle, DB2 & production systems
• KPIs for procurement, inventory & production
• Automated nightly & incremental loads

Result: 100% unified business reporting

2. Real-Time Production Monitoring (Manufacturing Sector)

• Kafka-based streaming pipeline
• Real-time Power BI dashboards

Result: Instant visibility into factory performance

3. Procurement Integration & Data Pipelines for ERP (Corporate)

• Automated extraction of PR, PO, GRN data
• Standardized data layer for analytics

Result: Accurate procurement KPIs across business units

4. Global Sales Data Integration Platform (Retail)

• Integrated 15+ sales channels
• Built unified data lake & warehouse

Result: Clean, consolidated sales insights

5. AI-Ready Data Lake for Predictive Analytics (SaaS Company)

• Built scalable lakehouse on Databricks
• Provided feature store for ML models

Result: 40% faster ML model development

Why Businesses Trust Affiniti Hive Technologies

Services include:

  • AI engineers experienced in real-world enterprise projects
  • Strong expertise in Generative AI, RPA, cloud & automation
  • Secure and compliant AI deployment
  • Fast delivery & measurable business impact
  • Custom AI — not generic off-the-shelf setups
  • End-to-end solution: strategy → development → deployment
  • Ready to Transform Your Business with AI?

Your competitors are adopting AI.<br>
Now it’s your turn to lead the future

  • Contact us today for a free AI consultation
  • Book a Generative AI Discovery Workshop
  • Request a Custom LLM Demo

We’ll help you integrate AI wherever it delivers the maximum impact.

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