Services

From Raw Data to Real Intelligence

We help enterprises build complete data systems; turning scattered sources into automated, intelligent solutions that scale your decisions and operations.

AI Services for Enterprises

We help enterprises build complete data systems; turning scattered sources into automated, intelligent solutions that scale.

Integrated Data Stack

Data Chaos Scalable Intelligence

Data Chaos Scalable Intelligence

We create pipelines powering analytics, automation, and AI.

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01. Ingest

Unified data from ads, CRM, product, finance and internal tools.

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02. Organize & Store

Centralized and structured in a scalable warehouse.

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03. Analyze & Report

Deliver insights to leadership through clean, automated dashboards.

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04. Predict & Automate

Applied machine learning and AI-driven triggers to scale insights and action.

This is the foundation behind everything we do. 

This is the foundation behind
everything we do.

Our Services

01. Data Analytics & Reporting

Clarify what drives decisions

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Enhance critical visibility across every key business area. ENGINE designs and delivers comprehensive reporting systems that support faster, more confident strategic decision-making without the analyst bottlenecks.

We specialise in semantic layer design and KPI reporting automation, ensuring every team across your organisation works from the same metric definitions. No more three versions of the same number. No more reconciliation meetings before every board presentation.

Our data analytics consulting services in Singapore cover:

  • Custom dashboards built in Looker, Looker Studio, Power BI, and QuickSight, designed for operational leaders — not data teams
  • SQL and semantic layer design ensuring consistent KPI definitions across finance, marketing, and operations
  • BigQuery consultant services for large-scale data analysis, query optimisation, and scalable reporting infrastructure
  • Marketing analytics for SaaS and eCommerce teams — CAC, RoAS, attribution modelling, and funnel reporting
  • Data storytelling and decision support that translates complex multi-source data into concrete commercial actions

 

Ideal for SaaS, eCommerce, and AdTech teams in Singapore and SE Asia looking to replace fragmented manual reporting with a single trusted data layer that gives leadership real-time answers.

02. Data Automation & Business Intelligence

Scale insights without bottlenecks

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Eliminate the manual processes that consume your team’s most valuable time. ENGINE implements automated data pipelines for cleaning, syncing, and consolidating data across every system in your stack, so your team spends time on analysis, not preparation.

As a dbt consultant and data pipeline specialist operating across SE Asia, we build the centralised BI layers that make your data reliable, scalable, and ready for AI activation.

Our data automation and BI services include:

  • ETL and ELT pipeline automation connecting your full tech stack: from CRMs to ad platforms to finance systems
  • Fivetran and custom API integration for multi-source data ingestion into BigQuery, Snowflake, Redshift, and Athena
  • dbt modelling and transformation workflows ensuring clean, governed, well-documented data models
  • Replacing manual Excel reporting with automated, scheduled pipelines that run reliably without human intervention
  • Multi-source data integration across SE Asia markets — consolidating regional data into a single trusted operational layer
  • Centralised BI layers with full data governance, alerting, and monitoring built in from day one

 

Ideal for growing SaaS and eCommerce companies in Singapore and SE Asia whose data engineering needs have outgrown their current setup and for teams looking to build AI-ready data infrastructure without the overhead of a full internal data team.

03. Machine Learning & AI

Intelligent systems with real-world impact

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Move beyond traditional dashboards to unlock the deeper capabilities your data already contains. ENGINE supports the design and operationalisation of machine learning models and AI-ready infrastructure tailored specifically to your business needs not generic solutions bolted onto fragmented data.

We build the structured, governed datasets that make LLM-driven analysis and AI agent workflows actually reliable. Because AI built on bad data foundations doesn’t just underperform, it creates risk.

Our ML and AI services include:

  • AI-ready data infrastructure and structured dataset design to support LLM integration and natural language question-to-insight workflows
  • Predictive analytics: demand forecasting, lead scoring, and churn modelling built on clean data foundations
  • Anomaly detection and pattern recognition: automated alerting when something in your data moves outside expected parameters
  • Custom LLM and NLP solutions integrated directly into your operational workflows – AI model integration with dashboards and reporting layers – making ML outputs accessible to non-technical operational leader
  • Semantic layer design for AI activation: ensuring your AI tools query governed, consistent data rather than raw fragmented sources

 

Ideal for SaaS, healthcare, and eCommerce organisations in Singapore and SE Asia ready to move from analytics to intelligence with the data foundation to do it safely and reliably.

Why ENGINE ?

Strategic. Scalable. End-to-End.

Strategic. Scalable.
End-to-End.

From Architecture to Insight

We build more than dashboards. We architect the system behind them.

Global Expertise, Local Impact

We’re globally distributed, with headquarters in Singapore, and an A+ Team delivering enterprise-ready performance at startup speed.

Flexibility & Technical Excellence

We get chosen over other firms for our flexibility, adaptability, and deep technical range.

Starting small or scaling globally? It doesn’t matter,
we help you go from reactive reporting to intelligent systems.

Let’s build your modern data system.

Whether you start with dashboards, automation, or AI,
we’ll help you implement the full pipeline, end to end.