Fulani data for AI training, collected to your brief
Fulani data from IndecalAI is collected or reviewed by a native Fulani speaker, not pulled from an existing archive. We work with speakers across Africa, frequently alongside French, English or Arabic in the same conversation, matched to your brief and checked before delivery.
What Fulani data can we produce?
Fulani data from IndecalAI is speech, text, conversational and translation data collected or reviewed by a Fulani speaker for your brief, not pulled from an existing archive.
Speakers here often move between this language and French, English or Arabic within the same conversation, so a brief should say whether to keep that mixing or avoid it.
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 Fulani and another language.
Translation projects often pair this language with French, English or Arabic. See translation and localization for that scope.
Fulani 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 Fulani before you brief it
Fulani, also called Fula, Fulfulde or Pulaar, is spoken in a long belt that crosses a dozen or so countries, and the name used often depends on where the speaker lives.
Because it covers so much ground, the language breaks into groups of related varieties that are not always easily understood by each other, and the spelling conventions differ from one country to the next. A brief that says only Fulani is too loose. Name the country or the variety, the script you want, and the setting of the audio. Adlam, an alphabet created in the 1980s, is used by a growing number of speakers.
Languages that sit close to Fulani in script, family or region: Hausa data, Wolof data, Yoruba data, Twi data, Igbo data and Swahili 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.
Fulani at a glance
- Language family
- Niger-Congo (Atlantic)
- Script
- Latin letters in most places, with the Adlam script gaining ground
- Spoken mainly in
- a belt across West and Central Africa, from Senegal and Guinea to Nigeria, Niger and Cameroon
- Name it in a brief
- Pulaar (Senegal and Mauritania), Fulfulde (Nigeria and Cameroon), Maasina and others
- Its own name
- Fulfulde
Four ways to request Fulani data
Each links to the service that runs it, with its full scope and process.
Fulani speech data
Recorded speech in Fulani: calls, prompts and voice bot utterances, mixed with French, English or Arabic if that reflects how people actually speak it.
Fulani text data
Written Fulani: messages, reviews, tickets or chat logs, written or labeled by people who read it natively.
Fulani conversational data
Scripted or spontaneous Fulani dialogue for voice bots and support agents, reflecting how speakers here actually mix languages.
Fulani translation
Human-verified translation between Fulani and French, English, Arabic or another language in the same project.
What to put in a Fulani brief
Four things worth deciding before contributors start, so the first sample already looks right.
Region or dialect
Fulani is spoken mainly in a belt across West and Central Africa, from Senegal and Guinea to Nigeria, Niger and Cameroon. Worth naming in a brief: Pulaar (Senegal and Mauritania), Fulfulde (Nigeria and Cameroon), Maasina and others. Tell us the region or community you're targeting so contributors are matched to the right one.
Script or transliteration
Script for Fulani: Latin letters in most places, with the Adlam script gaining ground. 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 Fulani data
One named contact owns the project from scoping to the last file.
Brief
You tell us the data type, the Fulani 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 Fulani data ends up
Common jobs for Fulani data. They're examples of the work, not a client list.
Voice bots and IVR
Recorded Fulani prompts and calls teach a voice bot to recognize how people actually speak, not just how a script reads.
Support chat and tickets
Everyday Fulani messages, written in the domain you work in, give a chat assistant real phrasing to learn from.
Content moderation and sentiment
Labeled Fulani 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 Fulani so a product reads like it was written for that market, not machine-translated.
Off-the-shelf Fulani 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. We can't promise Fulani is in that pool until you ask, but it's worth checking before you commission a fresh collection. Here's how the two paths compare.
| Topic | A typical off-the-shelf dataset | Fulani data with us |
|---|---|---|
| Already collected? | No way to know until you've already paid for it | We check our ~35,000-hour speech and conversation pool first and tell you honestly either way |
| 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 | Scoped to your engagement, never resold for unrelated projects |
| 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 |
Fulani data terms, in plain words
General definitions. They describe the field, not a claim about us.
Where Fulani data fits
Fulani is one of 100 languages on our languages directory. You can also browse every category on the datasets hub.
Do you support Fulani?
Yes. Fulani 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 Fulani data collected?
Maybe. We hold around 35,000 hours of off-the-shelf speech, prompts and conversations across our network, but we can't promise Fulani is in that pool until you ask. It costs nothing to check before you commission a fresh collection.
Can you mix regional varieties of Fulani 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 Fulani?
Speech, text, conversational data and translation to or from Fulani. Image and video categories don't depend on language, so Fulani 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 Fulani?
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 Fulani 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 Fulani should I ask for?
Ask for the one your users actually speak. Fulani is spoken mainly in a belt across West and Central Africa, from Senegal and Guinea to Nigeria, Niger and Cameroon, and the forms most worth naming in a brief are Pulaar (Senegal and Mauritania), Fulfulde (Nigeria and Cameroon), Maasina and others. If you are unsure, describe your users and where they live, and your named contact will help you decide before collection starts.
How is Fulani written, and does it matter for the data?
Fulani data uses Latin letters in most places, with the Adlam script gaining ground. 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 Fulani data
Pick the data type, confirm Fulani 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.