📊
DEVCRAFT SERVICE

Data Engineering & Analytics

Turn raw data into decisions

We design and build modern data infrastructure — pipelines, warehouses, real-time analytics, and BI dashboards — so your organisation can trust its data and act on it faster.

10TB+
Data Processed Daily
99%
Pipeline Reliability
5min
Data Freshness
80%
Query Speed Improvement
WHAT WE OFFER

Full Data Engineering & Analytics Capabilities

Everything you need, delivered end-to-end by our specialist team.

Data Pipeline Engineering

Batch and streaming ETL/ELT pipelines using Airflow, dbt, Spark, and Flink.

Data Warehouse Design

Snowflake, BigQuery, and Redshift setup with dimensional modelling and optimised schemas.

Real-Time Streaming Analytics

Kafka + Flink/Spark Streaming for millisecond-latency analytics on high-volume event data.

BI Dashboards

Looker, Metabase, Grafana, and Tableau dashboards for business, ops, and product teams.

Data Lake Architecture

S3/GCS-based data lakes with Delta Lake or Apache Iceberg for reliable, queryable storage.

Data Quality & Governance

Great Expectations, dbt tests, and data catalogues (Datahub, OpenMetadata) for trustworthy data.

Reverse ETL

Sync warehouse data back to CRM, marketing, and ops tools using Census or custom pipelines.

Analytics Engineering

dbt model development, metrics layer setup, and self-serve analytics enablement for teams.

TECHNOLOGY

Our Tech Stack

Ingestion
Apache KafkaFivetranAirbyteDebezium
Processing
Apache SparkdbtApache FlinkAirflow
Storage
SnowflakeBigQueryRedshiftDelta Lake
BI
LookerMetabaseTableauGrafana
Languages
SQLPythonScalaPySpark
HOW WE WORK

Our Delivery Process

01

Data Audit

Map all data sources, assess quality, understand business questions that need answering.

02

Architecture

Design data platform architecture — ingestion, storage, transformation, and serving layers.

03

Pipeline Build

Develop and test pipelines with full data quality checks and SLA monitoring.

04

Modelling

dbt transformation models, dimensional model design, and metrics definitions.

05

Dashboards

Build and iterate on BI dashboards with stakeholder feedback.

06

Operationalise

Alerting, SLA tracking, documentation, and data team enablement.

WHY DEVCRAFT

What Sets Our Work Apart

  • Single source of truth across the org
  • Sub-5-minute data freshness
  • Self-serve analytics for non-technical teams
  • Data quality monitoring built in
  • Cost-optimised storage and compute
  • Full data lineage documentation
NDA Protected
On-Time Delivery
5-Star Support
CASE STUDY

E-Commerce Analytics Platform

Retail
Challenge

An e-commerce company was running reports from production databases, causing slow queries and data discrepancies across 8 different spreadsheets used by 5 teams.

Our Solution

Built a Snowflake data warehouse with Fivetran ingestion, dbt transformation layer, and Metabase dashboards. Single source of truth for all KPIs.

Results
  • Report generation time from 4 hours to 30 seconds
  • Data discrepancies eliminated
  • 5 teams now self-serve analytics
  • Revenue attribution accuracy improved by 40%
FAQ

Common Questions

📊

Ready to build your Data Engineering & Analytics solution?

Let's talk about your project. We'll get back to you within 24 hours with a tailored approach and realistic timeline.