Technology Services
Big Data & Analytics
Build a trusted data foundation that brings your ERP, operational and external data together, with dashboards that show what is happening and why.
Overview
One Partner for Big Data & Analytics
Data sits in ERP modules, spreadsheets, sensors and partner systems, each with its own format and definitions. Reports take days to prepare, and different teams arrive at different numbers for the same question.
Our big data and analytics service connects these sources through reliable data pipelines into a governed data platform, then delivers dashboards, alerts and analysis that decision-makers can trust.
Key features
Data pipelines & streaming
Move and process data continuously from ERP, IoT and business systems.
Data lakehouse
One scalable platform for transactional, analytical and AI workloads.
Business intelligence
Executive and operational dashboards with drill-down, alerts and scheduled reports.
Data modelling
Shared definitions for key metrics, so every team reports the same numbers.
Performance optimisation
Fast queries and efficient processing as data volumes grow.
Governance & privacy
Access control, data quality checks and lifecycle management.
Business Benefits
What Your Business Gains
The practical difference this service makes to your teams, customers and operations.
See the whole picture
Data from across the business in one place, in one consistent format.
Reports without the wait
Dashboards update automatically instead of being rebuilt every month.
Trusted numbers
Shared definitions end debates about whose figures are right.
Ready for AI
Clean, connected data is the foundation for machine learning and AI.
Our Process
How We Deliver
A clear, staged approach from first conversation to ongoing support, led by our team in Singapore.
- 1
Assess
Review your data sources, reporting needs and the questions that matter most.
- 2
Architect
Design the data platform, pipelines and metric definitions.
- 3
Build
Build the pipelines and dashboards, and validate the numbers with your teams.
- 4
Operate & expand
Monitor data quality and add new sources and reports as needs grow.
Industries & Products
Where It Helps Most
This service works across our ERP platform. These are the industries and products where it is used most.
Explore
Other Services
- AI-Driven ERP Systems
ERP with AI Agents
- Robotic Process Automation
Automated Workflows
- Generative AI Solutions
Assistants & Content
- Machine Learning & AI
Prediction & Forecasting
- Digital Supply Chain
Connected Logistics
- Mobile Applications
iOS, Android & Web Apps
- UI/UX Engineering
Product & Interface Design
- Cloud Engineering
Cloud Setup & Migration
FAQ
Frequently Asked Questions
What is Big Data & Analytics?
Big Data & Analytics is a technology service from AI LAB Technologies that helps you build a trusted data foundation that brings your ERP, operational and external data together, with dashboards that show what is happening and why. It works across our ERP platform and is led by our team in Singapore.
What does your Big Data & Analytics service include?
The service covers data pipelines & streaming, data lakehouse, business intelligence, data modelling, performance optimisation and governance & privacy.
How do you deliver Big Data & Analytics projects?
We follow a staged approach in four steps, led by our team in Singapore: Assess (review your data sources, reporting needs and the questions that matter most); Architect (design the data platform, pipelines and metric definitions); Build (build the pipelines and dashboards, and validate the numbers with your teams); and Operate & expand (monitor data quality and add new sources and reports as needs grow).
Which industries and products is Big Data & Analytics used for?
It is used most in Retail & E-commerce ERP, Logistics & Warehousing ERP, Marine ERP and Construction ERP, and with RetailXpress and MarineXpress.
Explore RetailXpressDo you provide Big Data & Analytics in Singapore?
Yes. AI LAB Technologies designs, builds and supports Big Data & Analytics projects from its headquarters at Ark@Gambas in Singapore, with offices in Malaysia and India, for organisations in Singapore and around the world.
Contact our Singapore teamLet's talk
Let's Talk About Big Data & Analytics
Tell us what you want to achieve and our team will recommend the right approach for your business.
- contact@ailabtech.com.sg
- +65 8145 5381
- Singapore Headquarters