German data for AI training, collected to your brief
German data from IndecalAI is collected or reviewed by a native German speaker, not pulled from an existing archive. We work with speakers across Europe, with regional accents that a single generic model usually misses, matched to your brief and checked before delivery.
What German data can we produce?
German data from IndecalAI is speech, text, conversational and translation data collected or reviewed by a German speaker for your brief, not pulled from an existing archive.
Regional accents and dialect words inside a single country can trip up a model trained on one generic variety, so tell us the region or audience you're targeting.
This sits across several of our services depending on what you need: data collection for raw speech or text, conversational AI data for dialogue, and translation and localization for converting between German and another language.
Image and video categories on our datasets hub don't depend on language at all, so a project can combine this with visual data from the same region.
German data at a glance
- Data types
- Speech, text, conversational, translation
- Services
- Data collection, Translation
- Who works on it
- Contributors from our network of 30,000+ people worldwide, matched to your brief.
- Review
- A review pass before anything is delivered.
- Your data
- NDA first, used only for the agreed scope, returned or deleted when you ask.
- First step
- A small free sample before you commit.
What to know about German before you brief it
German is the official language of Germany and Austria and one of the official languages of Switzerland, and it is widely used across central Europe. It forms very long compound nouns by joining shorter words together.
In Switzerland, people write Standard German but speak Swiss German dialects, which can be almost unintelligible to speakers elsewhere, so a voice product for Switzerland must decide which one to support. Austrian and German usage differ in vocabulary and some spelling. German also has formal and informal address, Sie and du, and the choice shapes the tone of a customer-facing interaction.
Languages that sit close to German in script, family or region: Dutch data, English data, Danish data, Swedish data, Polish data and Czech data.
Categories we build in German: German Customer Support Call Speech Data, German Customer Support Chatbot Text Data.
Deciding what to specify for any language? The guide to speech data collection covers the choices that apply across languages, and the one on transcription for AI and for people covers how speech becomes text.
German at a glance
- Language family
- Indo-European (West Germanic)
- Script
- Latin letters with umlauts and the letter ss, left to right
- Spoken mainly in
- Germany, Austria, Switzerland and Liechtenstein, with communities elsewhere in Europe
- Name it in a brief
- Standard German, Austrian German, Swiss Standard German, regional dialects
- Its own name
- Deutsch
Four ways to request German data
Each links to the service that runs it, with its full scope and process.
German speech data
Recorded speech in German: calls, prompts and voice bot utterances, built around the regional accent your model needs to recognize.
German text data
Written German: messages, reviews, tickets or chat logs, written or labeled by people who read it natively.
German conversational data
Scripted or spontaneous German dialogue for voice bots and support agents, with the regional accent your users expect.
German translation
Human-verified translation between German and another language, covering prompts, UI copy and training data.
What to put in a German brief
Four things worth deciding before contributors start, so the first sample already looks right.
Region or dialect
German is spoken mainly in Germany, Austria, Switzerland and Liechtenstein, with communities elsewhere in Europe. Worth naming in a brief: Standard German, Austrian German, Swiss Standard German, regional dialects. Tell us the region or community you're targeting so contributors are matched to the right one.
Script or transliteration
Script for German: Latin letters with umlauts and the letter ss, left to right. Say whether you want the native script, a transliterated version, or both, especially if your downstream system only reads one.
Data type mix
Speech, text, conversational and translation can be requested together or on their own. Tell us the mix your model needs.
Volume and timeline
A rough sense of how much data and how soon lets us staff the right number of contributors from the start.
From your brief to reviewed German data
One named contact owns the project from scoping to the last file.
Brief
You tell us the data type, the German variety or region and roughly how much you need.
NDA and scope
We sign an NDA before any data moves, then agree the scope with you.
Free sample
We produce a small sample free, so you can check it before you commit.
Production
Contributors from our network work in our own tools, to the brief you set.
Review
A review pass runs before anything is delivered.
Delivery
The data comes to you, or moves on to another service with us.
Where German data ends up
Common jobs for German data. They're examples of the work, not a client list.
Voice bots and IVR
Recorded German prompts and calls teach a voice bot to recognize how people actually speak, not just how a script reads.
Support chat and tickets
Everyday German messages, written in the domain you work in, give a chat assistant real phrasing to learn from.
Content moderation and sentiment
Labeled German posts, reviews and messages teach a model to read tone and intent correctly in this language.
Localizing a product
Translating prompts, UI copy and training data into German so a product reads like it was written for that market, not machine-translated.
Off-the-shelf German data, or built to your brief?
We hold around 35,000 hours of off-the-shelf speech, prompts and conversations already collected across our network, and roughly 500 hours of it is German: see the German speech dataset. Here's how the two paths compare.
| Topic | A typical off-the-shelf dataset | German data with us |
|---|---|---|
| Already collected? | No way to know until you've already paid for it | Yes: roughly 500 hours of German speech are already recorded, and we tell you what they cover before you buy |
| Fit to your brief | Built for whoever bought it first, not your exact region, register or use case | Collected or reviewed to the region, script and format you specify |
| Who else has it | The same files can be sold to more than one buyer | Custom collections are scoped to your engagement. For stock data, who else can license it is set in your licence |
| Checking the fit | You find out after you've already paid for it | A small free sample first, so you check it before committing to volume |
German data terms, in plain words
General definitions. They describe the field, not a claim about us.
Where German data fits
German is one of 100 languages on our languages directory. You can also browse every category on the datasets hub.
Do you support German?
Yes. German is one of 100 languages in this directory, part of our wider language coverage worldwide, including deep Indian language coverage. Tell us the regional variety you need.
Do you already have any German data collected?
Yes. Roughly 500 hours of German speech, prompts and conversations are already recorded and ready to license. The German speech dataset page has the details, and anything it doesn't cover we collect to your brief.
Can you mix regional varieties of German in one project?
Yes. Tell us the mix of regions or dialects you need and we'll match contributors from our network to that brief.
Which data types are available in German?
Speech, text, conversational data and translation to or from German. Image and video categories don't depend on language, so German speakers can also appear in those briefs on request.
Is a sample available before we commit?
Yes, a small free sample first.
Can this run alongside other languages in the same project?
Yes. Many engagements mix languages, domains and data types under one brief and one named contact, using our network of 30,000+ people across 150+ projects delivered so far.
What counts as a regional variety of German?
A version of the language tied to a place or community, which can differ in vocabulary, pronunciation, formality or script from another region's variety. Name the region in your brief if it matters for your use case.
Can you handle German in its native script?
Yes. Contributors work in the native script by default, with transliteration available if your project needs it instead.
Which variety of German should I ask for?
Ask for the one your users actually speak. German is spoken mainly in Germany, Austria, Switzerland and Liechtenstein, with communities elsewhere in Europe, and the forms most worth naming in a brief are Standard German, Austrian German, Swiss Standard German, regional dialects. If you are unsure, describe your users and where they live, and your named contact will help you decide before collection starts.
How is German written, and does it matter for the data?
German data uses Latin letters with umlauts and the letter ss, left to right. The script and its encoding affect how a model reads the data, so say in the brief which one you need and whether a romanized or transliterated version is also required.
Request German data
Pick the data type, confirm German as the language and a rough volume, and send it. We'll produce a small sample free before you commit.
- Your named contact replies within one business day.
- We sign an NDA before any data changes hands.
- We produce your free sample, then agree the full scope.
This opens your email app with the brief filled in. Nothing is sent until you press send. You can also use the contact page.