DataGlass

Labs

From data to decisions.

Measure. Model. Move.

DataGlass Labs helps Thai SMEs turn messy, multi-channel data into repeatable, profitable decisions. We blend software engineering, advanced analytics, and operations research to solve practical problems.

Accepting new clients

Bangkok, Thailand

Our Services

END-TO-END SOLUTIONS

Software Solutions

Custom Analytics Platforms

Comprehensive platform for managing, analyzing, and optimizing operations across multiple e-commerce channels with real-time metrics tracking.

Multi-platform integrationReal-time dashboardsCustom KPI tracking

Data Consulting

Strategy & Implementation

Expert consulting services to develop data-driven strategies, implement tracking systems, and optimize advertising spend for maximum ROI.

Strategy developmentSystem implementationAd optimization

Automation & AI

Intelligent Automation

AI-powered solutions and automation tools that streamline operations from customer-facing interfaces to backend production metrics.

AI integrationsProcess automationPredictive analytics

Operations Research

Business Optimization

Advanced optimization techniques including network analysis, dynamic programming, and mathematical modeling to maximize business gains.

Network analysisDynamic programmingResource optimization

Case Studies

Real projects, real results. From modern React frontends to ERP-style backends and omnichannel platforms.

View all details

COMPLETED

ERP BACKEND

ThaiOfficePro

Inventory & Marketplace Integration

ERP-style backend with Shopee integration featuring SCD-2 inventory tracking, two-step stock cutting workflow, and comprehensive audit trails. Built on Kotlin/Spring Boot with PostgreSQL for correctness and auditability.

KotlinSpring BootPostgreSQLShopee APISCD-2REST APIs

KEY FEATURES

• SCD-2 history tracking

• Stock state machine

• Full audit trails

COMPLETED

FRONTEND

FatherMan

React + Next.js Platform

A modern, strongly-typed React/Next.js application connected to a headless CMS with SSG/ISR rendering strategy. Built for speed, SEO, and rapid iteration with component-driven architecture.

Next.jsTypeScriptTailwindSSG/ISRHeadless CMS

KEY FEATURES

• Hybrid rendering

• Performance optimized

• Git-based CI/CD

ONGOING

OMNICHANNEL PLATFORM

Dee Mee Suk

Master Data Platform + POS

Complete omnichannel commerce stack with Master Data Platform, POS/backoffice, and marketplace integrations. Single source of truth for customers, orders, and inventory across Line, TikTok, Shopee, K+Market, and web.

MDPPOSMulti-channelReact/Next.jsSpring BootAnalytics-ready

COMMON PATTERNS

•Type-safe backends with clear domain boundaries

•Analytics-ready data models from day one

•Extensible architecture for future features

WHAT YOU GET

•Production-ready code, not prototypes

•Documentation and knowledge transfer

•Systems designed for team maintainability

Enterprise-Grade Technology Stack

We deliver production-ready solutions using battle-tested technologies trusted by global enterprises. Our stack prioritizes maintainability, scalability, and long-term supportability alongside rapid delivery.

Java

Scala

Kotlin

Spring Boot

Akka

MSSQL

PostgreSQL

Debezium

GraphQL

Kafka

Airflow

Apache Spark

Databricks

Next.js

TypeScript

Python

TensorFlow

Java

Scala

Kotlin

Spring Boot

Akka

MSSQL

PostgreSQL

Debezium

GraphQL

Kafka

Airflow

Apache Spark

Databricks

Next.js

TypeScript

Python

TensorFlow

Java

Scala

Kotlin

Spring Boot

Akka

MSSQL

PostgreSQL

Debezium

GraphQL

Kafka

Airflow

Apache Spark

Databricks

Next.js

TypeScript

Python

TensorFlow

Java

Scala

Kotlin

Spring Boot

Akka

MSSQL

PostgreSQL

Debezium

GraphQL

Kafka

Airflow

Apache Spark

Databricks

Next.js

TypeScript

Python

TensorFlow

FRONTEND & UI

Next.js

React framework with server-side rendering, static generation, and optimized production builds.

TypeScript

Type-safe JavaScript superset that catches errors early and improves code maintainability.

Tailwind CSS

Utility-first CSS framework for rapid UI development with consistent design systems.

React

Component-based library for building interactive UIs with declarative syntax and virtual DOM.

WHY FRONTEND?

We build fast, SEO-friendly web applications using React and Next.js for server-side rendering and static generation. TypeScript ensures type safety across the frontend, while Tailwind CSS enables rapid, consistent UI development.

• Performance: Next.js optimizes bundles, images, and routing for production.
• Developer experience: TypeScript catches errors at compile time, reducing runtime bugs.
• Scalability: Component-based architecture scales from prototypes to large applications.

BACKEND & SERVICES

Kotlin + Spring Boot

Type-safe JVM services with dependency injection, clear layering, and comprehensive testing support.

Scala

Functional programming on JVM for concurrent systems with strong type safety and expressive syntax.

PostgreSQL

ACID-compliant relational database with advanced features for complex queries and data integrity.

Redis

In-memory data store for caching, session management, and real-time analytics with millisecond latency.

WHY BACKEND?

JVM languages like Kotlin and Scala provide type safety, performance, and excellent tooling. Spring Boot accelerates development with convention-over-configuration, while PostgreSQL offers enterprise-grade reliability and Redis enables high-performance caching.

• Type safety: Kotlin and Scala catch errors at compile time, reducing production bugs.
• Ecosystem maturity: Spring Boot has extensive libraries and community support.
• Performance: JVM optimization and Redis caching deliver sub-millisecond response times.

DATA PIPELINE & PROCESSING

Apache Spark

Unified analytics engine for large-scale data processing with SQL, streaming, and ML capabilities.

Kafka

Distributed event streaming platform for high-throughput, fault-tolerant real-time data pipelines.

Airflow

Workflow orchestration platform for authoring, scheduling, and monitoring data pipelines as code.

dbt

SQL-based transformation tool that brings software engineering practices to analytics workflows.

WHY DATA PIPELINE?

We build reliable, scalable data pipelines using Apache Spark for batch and streaming processing, Kafka for event streaming, and Airflow for workflow orchestration. dbt brings version control and testing to analytics transformations.

• Scalability: Spark handles petabytes of data across distributed clusters.
• Reliability: Kafka provides fault-tolerant event streaming with exactly-once semantics.
• Maintainability: Airflow and dbt enable pipeline-as-code with testing and versioning.

MACHINE LEARNING & AI

Python

Core ML development language with extensive ecosystem for data science, model training, and deployment.

TensorFlow

Production-grade deep learning framework for building and deploying neural networks at scale.

scikit-learn

Classical machine learning algorithms for regression, classification, and clustering with clean APIs.

PyTorch

Research-friendly framework for neural networks with dynamic computation graphs and strong GPU support.

WHY ML & AI?

Python's rich ML ecosystem enables rapid experimentation and production deployment. TensorFlow powers production deep learning systems, while scikit-learn handles classical ML tasks. PyTorch accelerates research with flexible, dynamic computation graphs.

• Ecosystem: Python has the largest ML library ecosystem (NumPy, Pandas, scikit-learn, TensorFlow, PyTorch).
• Production ready: TensorFlow Serving and PyTorch TorchServe enable scalable model deployment.
• Research to production: PyTorch for experimentation, TensorFlow for production deployment.

DELIVERY PRINCIPLES

✓Automated testing & CI/CD

✓Documentation as code

✓Observability from day one

✓Incremental, composable architecture

About DataGlass Labs

MISSION

Equip Thai SMEs with industrial-grade analytics and optimization so every major decision—price, promo, stock, spend, staffing—has a quantified, defensible answer.

VISION

A Thailand where data-driven SMEs compete like enterprises: real-time visibility, automated decisions, resilient supply chains, and profitable growth powered by transparent math.

WHO WE SERVE

E-commerce sellers (Shopee, Lazada, TikTok Shop), D2C brands, wholesalers, and light manufacturing/fulfillment teams that need measurable improvements in sales, cost, and reliability.

WHAT MAKES US DIFFERENT

Metric-centric: A consistent, governed metric layer across channels

Decision-first: Models tied to business constraints (margin, SLAs, cash)

Delivered software: Consoles, APIs, automations—not just reports

Transparent math: We document assumptions, tests, and guardrails

VALUES

Clarity over complexity: Plain language, testable claims, visible results

Speed to value: MVP fast, iterate weekly, automate when proven

Open playbooks: We document, train, and transfer capability

Ethics & trust: Your data, your IP. We design for privacy and governance