Government Active 2021-present

Thai SME-GP

SME registration platform for Thai government procurement

Client
Office of Small and Medium Enterprises Promotion (OSMEP)
Thai SME-GP

At a glance

  1. 01 Challenge

    OSMEP needed a platform where SMEs register for Thai government procurement, and where government agencies nationwide can find the businesses and products that match their needs.

  2. 02 Approach

    BIGGO Analytics built a four-layer platform that combines SME self-registration with DBD, CGD and Revenue Department data on Elasticsearch and MongoDB, using machine learning for matching and ranking and deep learning for product images.

  3. 03 Outcome

    Thai SME-GP is live at thaismegp.com, used by SMEs and government agencies nationwide, and serves as the backbone of the Thai government's SME procurement ecosystem.

Key figures

registered business operators
~136,354
products listed
~1,076,671

Technology stack

  • Elasticsearch
  • MongoDB
  • NoSQL
  • Deep Learning
  • Image Processing
  • AHP (Analytic Hierarchy Process)
  • Digital ID
  • DBD ID

Overview

Thai SME-GP is the official SME registration platform for Thai government procurement. It holds store and product data covering more than a million products, and its users include both SMEs and government agencies nationwide. It aggregates product catalogs, business profiles, and procurement history for over 136K SMEs, and serves as the backbone of the Thai government’s SME procurement ecosystem.

Current statistics:

  • ~136,354 business operators
  • ~1,076,671 products

System Architecture

System Overview

The platform consists of four main layers:

1. Data Source

  • SME operators (self-registration)
  • DBD — Department of Business Development
  • CGD — Comptroller General’s Department
  • RD — Revenue Department

2. Data Storage & Processing

  • Elasticsearch — search + full-text indexing
  • NoSQL / MongoDB — document storage

3. Analytics — Modern AI

  • Data Analytic — SME Profiling
  • Machine Learning — Recommendation, Ranking, Matching, Similarity, Analytic Hierarchy Process (AHP)
  • Deep Learning — Image Processing (for product catalog)

4. Visualization

  • Web Application
  • Dashboard
  • Reporting

Key Features

  • Self-service SME registration
  • Digital ID + DBD ID integration — individuals and community enterprises sign in with Digital ID; juristic persons use DBD ID via DBD e-Filing
  • Product catalog with image processing
  • Matching between SMEs and the needs of government agencies
  • Dashboards for SMEs and government officials

Screenshots

Thai SME-GP overview dashboard

Digital ID login page

  • SME Scoring — a tool for assessing the business potential of SMEs
  • SME-GP UBO — checks for links to large enterprises
  • SME-GP Phase 6 — phase 6 of the platform’s development

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