Vocolis

Build Robust Data Architecture Solutions That Scale

Our Data Architecture services help businesses design and implement robust data systems that drive insights and decision-making. From data lakes and warehouses to real-time streaming architecturesโ€”we build the foundation for your data-driven future.

Our Data Architecture Services

Comprehensive data architecture solutions for modern enterprises

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Data Modeling & Design

Design scalable data models that ensure data integrity, performance, and flexibility.

Key Features:

  • Conceptual Data Models
  • Logical & Physical Design
  • Entity Relationship Diagrams
  • Data Normalization
  • Schema Optimization
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Data Warehousing Solutions

Build enterprise-grade data warehouses for centralized data storage and analytics.

Key Features:

  • Dimensional Modeling
  • Star & Snowflake Schemas
  • Data Mart Design
  • Historical Data Management
  • Performance Tuning
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Data Lakes & Big Data

Implement scalable data lakes for storing structured and unstructured data at any scale.

Key Features:

  • Data Lake Architecture
  • Schema-on-read
  • Data Partitioning
  • Metadata Management
  • Integration with Big Data Tools
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Streaming & Real-time Architecture

Design real-time data pipelines for streaming analytics and event-driven architectures.

Key Features:

  • Event Streaming Architecture
  • Message Queuing
  • Real-time Data Processing
  • Low-latency Data Delivery
  • Scalable Stream Processing
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Data Governance & Security

Establish data governance frameworks to ensure data quality, security, and compliance.

Key Features:

  • Data Governance Framework
  • Data Quality Management
  • Data Security Policies
  • Compliance Monitoring
  • Access Control
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Hybrid & Multi-cloud Architecture

Design hybrid and multi-cloud data architectures for flexibility and resilience.

Key Features:

  • Hybrid Cloud Strategy
  • Multi-cloud Management
  • Cloud Cost Optimization
  • Data Integration
  • Disaster Recovery

Data Architecture Technologies

Modern tools and platforms for building scalable data architectures

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Snowflake

Data Warehouse

Cloud Data Platform

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AWS S3

Data Lake

Object Storage

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Google BigQuery

Data Warehouse

Serverless Analytics

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Apache Spark

Data Processing

Big Data Framework

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AWS S3

Data Lake

Object Storage

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Google BigQuery

Data Warehouse

Serverless Analytics

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Apache Spark

Data Processing

Big Data Framework

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Snowflake

Data Warehouse

Cloud Data Platform

Data Architecture Patterns

Proven architectural patterns for different data use cases

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Lambda Architecture

Batch and real-time processing layers

  • Batch Layer
  • Speed Layer
  • Serving Layer
  • Fault Tolerance
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Kappa Architecture

Stream-first processing architecture

  • Stream Processing
  • Event Sourcing
  • Real-time Analytics
  • Simplified Design
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Data Mesh

Decentralized domain-oriented architecture

  • Domain Ownership
  • Self-serve Platform
  • Federated Governance
  • Product Thinking

Why Choose Vocolis for Data Architecture

Our expertise ensures robust, scalable, and future-proof data architectures

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Enterprise-grade scalable solutions

Design data architectures that handle petabyte-scale data volumes with high performance and reliability for enterprise workloads.

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Future-proof architecture design

Build flexible, modular architectures that adapt to evolving business needs and emerging technologies without major overhauls.

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Cost-effective optimization

Optimize data storage and processing costs through intelligent tiering, compression, and resource allocation strategies.

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Security & compliance first

Implement robust security frameworks and ensure compliance with industry regulations like GDPR, HIPAA, and SOX.

Data Architecture Flow

How data flows through a well-designed architecture

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Ingest

Data collection

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Store

Data warehousing

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Process

Transformation

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Analyze

Analytics & BI

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Serve

Data consumption

Ready to Build Your Data Foundation?

Let's design a robust, scalable data architecture that supports your current needs and grows with your business.