Data Engineering
Real-Time Analytics

Unlock the full potential of your data assets with MatchBest's Data Engineering & Real-Time Analytics services. We design and build modern data platforms from lakehouse architectures and streaming pipelines to self-service BI and AI-ready data products that enable faster, smarter decisions.

  • Modern data platforms with lakehouse, streaming, BI, and AI-ready data products
  • Batch and real-time architectures using Kafka, Spark, Flink, dbt, Databricks, and Snowflake
  • Complete data lifecycle coverage: ingestion, transformation, quality, governance, and consumption
  • Self-service analytics, governed semantic layers, data catalogues, and real-time decision systems
Data engineering and real-time analytics platform

Our
Data Approach

Our data engineering practice covers the complete data lifecycle: ingestion, transformation, quality, governance, and consumption. We specialize in batch and real-time streaming architectures using Apache Kafka, Spark, Flink, dbt, Databricks, Snowflake, and major cloud data platforms.

  • Data ingestion
  • Data transformation
  • Data quality
  • Data governance
  • Kafka streaming
  • Spark pipelines
  • Flink processing
  • dbt modelling
  • Databricks
  • Snowflake
  • Power BI
  • Data catalogues

Key Capabilities

Modern Data Platform Design

Design scalable lakehouse and data mesh architectures for trusted analytics and AI data products.

  • Delta Lake
  • Apache Iceberg
  • Medallion architecture
  • Data mesh

Real-Time Streaming Pipelines

Build sub-second latency event processing systems for fraud, personalization, monitoring, and operations.

  • Apache Kafka
  • Apache Flink
  • Spark Streaming
  • Event processing

Data Transformation & dbt

Create maintainable ELT pipelines with tested models, lineage documentation, and quality controls.

  • ELT pipelines
  • dbt modelling
  • Quality testing
  • Lineage docs

Cloud Data Warehouses

Architect, optimize, and govern cloud warehouses for performance, scale, and controlled costs.

  • Snowflake
  • BigQuery
  • Redshift
  • Cost governance

Self-Service BI & Reporting

Enable governed business intelligence with semantic layers, dashboards, and trusted reporting workflows.

  • Power BI
  • Tableau
  • Looker
  • Semantic layers

Data Governance & Cataloguing

Improve trust, discoverability, and compliance with metadata, quality, lineage, and catalogue integrations.

  • Quality frameworks
  • Metadata management
  • Apache Atlas
  • Collibra

Use Cases

Real-Time Fraud Scoring

Help fintech companies process 10M+ real-time transactions with sub-100ms fraud scoring.

Customer 360 Analytics

Unify 50+ retail data sources into Snowflake-powered customer 360 analytics and segmentation.

Population Health AI

Build HIPAA-compliant healthcare data lakehouses for population health analytics and AI models.

Real-Time Personalisation

Power e-commerce personalization engines with streaming architectures and AI-ready product data.

Contact MatchBest Software for data engineering and real-time analytics