Feed AI Agents Thailand Procurement Data

Thailand's Government Procurement Portal (GPP) is the gateway to central government, SOE, and provincial procurement. Sell to State makes this data available as a structured API and MCP server — so your AI agents can monitor, analyse, and brief your team on Thai government opportunities without manual portal checks.

Quick start

# Python — Thailand tender monitoring with LangChain tool
from langchain.tools import tool
import selltostate

@tool
def search_thailand_tenders(keywords: str, min_value_thb: int = 0) -> list:
    """Search Thailand government procurement tenders."""
    client = selltostate.Client(api_key="YOUR_KEY")
    return client.tenders.search(
        country="th",
        keywords=keywords,
        min_value=min_value_thb,
        status="open"
    )

Agent use cases

SOE Contract Intelligence Agent

Monitor procurement from Thailand's major state-owned enterprises — PTT, EGAT, Thai Airways. Track contract awards to understand vendor relationships and renewal cycles in the SOE sector.

Digital Economy Tender Agent

Filter for tenders from MDES (Ministry of Digital Economy and Society) and NECTEC — agencies driving Thailand's digital transformation budget. Brief your team on each new opportunity.

BOI-Linked Project Monitor

Track government procurement linked to BOI-approved investment projects. Identify infrastructure and digital projects with government procurement components for early-stage BD.

Competitive Win/Loss Agent

Analyse awarded contracts in your category to understand which vendors are winning Thai government business, at what price points, and on what terms.

Data schema

Every tender record in the Sell to State API includes these fields. Consistent across all Thailand procurement sources.

Field	Description
tender_id	GPP unique tender reference
department	Thai government department or SOE name
title_th	Tender title in Thai
title_en	English translation of tender title
estimated_value_thb	Estimated budget in Thai Baht
procurement_method	e-bidding, e-market, specific, or emergency
submission_deadline	Deadline for tender submission
category	Procurement category (goods, works, services)
status	open, closed, awarded, cancelled

FAQ

Does Sell to State cover Thai SOE procurement?

Yes. Sell to State covers major SOE procurement from PTT, EGAT, MWA, PEA, and other state enterprises that publish through GPP or their own portals.

How does Sell to State handle Thai-language tender titles?

Sell to State returns both the original Thai title and an English translation. AI agents can use the English field for processing while referencing the Thai original for verification.

Can I use Sell to State with Thai-language LLMs?

Yes. Sell to State returns bilingual data that works with both Thai-language and English-language models. The schema is consistent regardless of the target language.

What procurement methods does Thailand GPP use?

Thailand uses e-bidding (competitive), e-market (catalogue), specific-method (limited), and emergency procurement. Sell to State's procurement_method field maps to these exactly.

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