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TWINKLE CONSTELLATION ・ OFFICIAL SOLUTIONS

Open data,
packaged into your industry’s one-stop service

Constellation is the official product line built by Twinkle Hub — data, value-added fields, monitoring and interface, all in one. Cloud subscription that works on day one, or on-prem deployment (Taiwan first).

Book a 30-min demo See API plans first →

WHERE IT SITS

Hub · Infrastructure

MCP tools over government open data, seven queryable regions, 22 more countries landing. The API layer for developers who build themselves.

Galaxy · Community

Works and ideas people build with this data — open submissions, shared inspiration.

You are here

Constellation · Official

Officially backed, contract-ready, SLA-covered one-stop vertical services. Stars connected into the shape you need.

CONSTELLATIONS

The first constellations

Early preview

Procurement Constellation｜Government tender intelligence

Track tenders, follow awards, study competitors’ winning history — and trace each contract to its budget line before you bid.

▍Procurement × budget = the catalog’s strongest join axis

Open the product preview (sign-in required) ↗

In preparation

Diligence Constellation｜Company 360 due diligence

One business ID pulls registration, court records, financial sanctions and government contracts together — due diligence from three days to three minutes.

▍The business ID joins 616 datasets directly

Your industry + our data

769,422+ datasets landed, 20 domains classified. Let’s talk about a constellation for your industry.

Get in touch →

DELIVERY

Two deliveries, one experience

Cloud subscription

  • Live on day one; catalogue and row-level data refreshed daily from official sources
  • Priced by seats and query volume, grows with you
  • Same account and credits wallet as the Hub

On-prem deployment

🇹🇼 Taiwan first
  • Full appliance delivery (hardware included) + annual data-update subscription
  • Data never leaves your server room — finance, government supply chain and healthcare friendly
  • Same interface and tools as the cloud edition

ONLY IN CONSTELLATION

The value-added data layer, exclusive to Constellation

Multilingual abstracts

A plain-language intro for every dataset, in five languages.

Semantic keywords

LLM-extracted search keywords that find phrasings you would not think of.

Cross-dataset join keys

Business IDs, agency codes, district codes — data pre-joined for you.

The free API serves raw data; the value-added layer ships only inside official Constellation products.

769,422+
datasets landed

7
queryable regions

Daily
upstream source health checks

7
regional licences · attributed per record

Talk to us about a constellation

30 minutes to walk through data coverage, value-added fields and delivery options.

Book a demo