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Data Engineering & Analytics

Turn raw data into a
trusted, real-time advantage

Setulux designs and engineers the pipelines, platforms, and governance behind decisions that matter — so your data is accurate, timely, and ready for AI from day one.

Data EngineeringGovernanceAnalyticsAI & MLCloud Platforms

Services

Every discipline your data needs, under one roof

From first pipeline to production-grade AI, we cover the full data lifecycle — engineered, governed, and ready to act on.

01

Data Engineering & Modernization

Resilient, cloud-native pipelines that turn scattered legacy sources into real-time, high-value data assets built to scale.

  • Pipeline architecture & orchestration
  • Legacy-to-cloud migration
  • Real-time streaming ingestion
02

Data Strategy & Consulting

Actionable roadmaps that treat data as a corporate asset, aligning teams around an enterprise data-as-a-service model.

  • Data maturity assessments
  • Target operating models
  • Enterprise data-as-a-service roadmaps
03

Data Governance

Policy, stewardship, and culture working together so governance scales with the business instead of slowing it down.

  • Stewardship & access frameworks
  • Policy & compliance alignment
  • Metadata & lineage management
04

Data Quality & Observability

A five-layer quality architecture that surfaces issues before they reach a dashboard or a decision-maker.

  • Automated validation rules
  • Anomaly & drift detection
  • End-to-end lineage monitoring
05

Cloud Data Warehouse & Lakehouse

End-to-end warehouse and lakehouse builds that give every team a single, trusted 360-degree source of truth.

  • Lakehouse architecture
  • Warehouse modeling & performance
  • Cost-optimized cloud platforms
06

Analytics & Visualization

Interactive dashboards and enterprise reporting that make real-time monitoring usable for every stakeholder.

  • Executive & operational dashboards
  • Self-service BI enablement
  • Embedded analytics
07

AI, ML & Predictive Analytics

Forecasting models and GenAI-powered insight that turn historical data into proactive, confident decisions.

  • Predictive & forecasting models
  • GenAI copilots for data teams
  • NLP & sentiment analytics

Capabilities

Built AI-ready, end to end

Underneath every engagement is a set of core capabilities that make your data platform fast, trustworthy, and ready for whatever comes next.

AI-Ready Data EngineeringCloud-Native Data PlatformsReal-Time StreamingNLP & Text AnalyticsSentiment AnalyticsLog AnalyticsGenAI for Data OperationsEnd-to-End Data Lifecycle Management

How we work

A clear path from raw data to real outcomes

01

Discover

We map your data estate, systems, and business goals to find where value is trapped.

02

Engineer

We design and build the pipelines, platforms, and models that make data usable and real-time.

03

Govern

We embed quality, lineage, and governance so trust in the data scales with adoption.

04

Activate

We put insight in front of the people who need it — dashboards, copilots, and forecasts included.

Why Setulux

A data partner that builds first, dashboards second

We're engineers before we're consultants. That means the foundation underneath your analytics and AI is sound, scalable, and governed — not just good-looking.

Engineering-first

Every engagement is grounded in solid data engineering, not just dashboards on top of messy data.

Full lifecycle

From strategy to governance to activation, one partner across the entire data lifecycle.

AI-ready by default

Pipelines and platforms are built to feed analytics, ML, and GenAI from day one.

Built for scale

Cloud-native architecture designed to grow with your data volume and your ambitions.

Let's build your data foundation

Tell us about your data estate and where it's falling short. We'll map out where Setulux can help first.

hello@setulux.comor request a call back