Brought to you by Oddly Even

How Stellan Works

Currently indexing

20,824 services across 198 municipalities

Stellan is an intelligent search assistant that helps you find municipal services across Swedish municipalities that use Open ePlatform. Powered by open-weight AI models.

Key Features

Smart Contextual Search

Describe your needs naturally in your own words. Stellan understands context and finds the right municipal services.

Thorough Search

Stellan performs multiple searches with related terms to ensure you get the most relevant results.

Many Languages

Search in many languages. Stellan automatically translates your query to Swedish to find the right services.

Wide Coverage

Search across 198 Swedish municipalities.

Open & Transparent

Powered by open-weight AI models. Self-hostable for data sovereignty and independence.

See It In Action

You search for:

"I need to report a broken streetlight"

Stellan finds:

felanmälan, gatubelysning, vägunderhåll

You search for:

"Where can I get help with elderly care?"

Stellan finds:

äldreomsorg, hemtjänst, biståndsbedömning

You search for (Arabic):

أريد تقديم طلب للحصول على تصريح بناء

Stellan translates & finds:

bygglov, bygganmälan, byggnadstillstånd

You search for:

"My child needs special education support"

Stellan finds:

anpassad grundskola, elevhälsa, specialpedagogik

How It Works

1

You describe what you need

Write in any language, using your own words. No need to know specific municipal terms.

2

Stellan understands and translates

Your query is analyzed, translated to Swedish if needed, and understood in context.

3

Multiple intelligent searches

Stellan performs multiple searches with related terms, synonyms, and variations to find all relevant services.

4

Results ranked by relevance

Services are analyzed and ranked to show you the most relevant ones first.

Built with Open Technology

Stellan uses open-weight AI models and modern search technology to provide transparent, privacy-respecting service discovery for Swedish municipalities.

Open-weight LLMs Vector Embeddings Semantic Search Open ePlatform Integration

Ready to Try?

Start searching for municipal services in your preferred language.

Start Searching