ServicesData Analytics & Insights

Your data is speaking. We help you hear it.

Data Analytics & Insights

Transform raw data into actionable business intelligence. We build dashboards, pipelines, and analytics systems that make decision-making faster and smarter.

BI DashboardsData PipelinePredictive Analytics

Data without context is noise. We engineer the infrastructure to collect, clean, and connect your data, then layer on dashboards and models that surface the insights that matter. Whether you need a single executive dashboard or a full data warehouse, we build systems your team will actually use.

What We Deliver

Full-Spectrum Capabilities

Every engagement is scoped to your specific situation. These are the capabilities we bring to every data analytics & insights engagement.

Data Warehouse Design

Architect a centralised, scalable data repository that consolidates sources across departments, branches, and systems.

ETL / ELT Pipeline Engineering

Automate the movement and transformation of data from all your sources — ERP, CRM, POS, APIs — into a clean, reliable layer.

Interactive Dashboard Development

Build executive and operational dashboards in Power BI, Looker Studio, or custom web apps with real-time data and drill-down capability.

Predictive Analytics

Go beyond reporting — forecast demand, predict churn, and model scenarios with statistical and ML-powered models.

KPI Framework Design

Define the metrics that matter for your business, align them across teams, and embed them into daily operational rhythm.

Data Quality & Governance

Establish data validation rules, lineage tracking, and ownership so your insights are always trustworthy.

How We Work

Our Approach

01

Data Audit

Map all data sources, assess quality and completeness, and identify the gaps between available data and the decisions you need to make.

02

Architecture Design

Design the data stack — ingestion, storage, transformation, and serving layers — optimised for your volume and team capability.

03

Build & Integrate

Engineer pipelines, build the warehouse, and connect all sources with automated validation and error alerting.

04

Visualise & Activate

Deploy dashboards, train your team, and establish a continuous improvement cycle with usage metrics and feedback loops.

Proven Results

Success Stories

Real engagements. Real numbers. Every result quoted here was achieved in a production environment.

Healthcare

Private Clinic Network

The Challenge

A clinic network with 6 branches was managing operations through separate spreadsheets and systems. Generating a monthly performance report required 3 staff members spending 2 days manually compiling data — leaving no time for analysis.

Our Solution

AntInsight built a centralised data warehouse integrating the clinic management system, billing platform, and appointment scheduler. We delivered 5 Power BI dashboards covering patient flow, revenue, staff utilisation, and medication inventory.

Results Achieved

14 hrs

Saved Weekly

Across management team per week

Same day

Reporting

From 3-day lag to real-time

6 sources

Unified

All data in one platform

E-Commerce

Online Lifestyle Brand

The Challenge

A growing e-commerce brand had strong traffic but a high cart abandonment rate and no visibility into where customers were dropping off. Marketing spend was guesswork — they couldn't attribute revenue to channels.

Our Solution

We implemented a customer behaviour analytics pipeline combining website events, transaction data, and marketing spend. A funnel analysis dashboard revealed 3 specific drop-off points. Predictive models identified high-value customer segments for retargeting.

Results Achieved

18%

Conversion Uplift

After fixing identified drop-off points

ROAS Improvement

On retargeting campaigns

฿1.2M

Revenue Recovered

From abandoned cart optimisation

Ready to get started with Data Analytics & Insights?

Talk to our AI Consultant for an instant assessment, or book a discovery call with Rattapon directly for a tailored proposal.

Based in Khon Kaen, Thailand · Working with clients across Southeast Asia