Konkani data for AI training, collected to your brief
Konkani data from IndecalAI is collected or reviewed by a native Konkani speaker, not pulled from an existing archive. We work with speakers across South Asia, where the same request can sound different a few hundred kilometers away, matched to your brief and checked before delivery.
What Konkani data can we produce?
Konkani data from IndecalAI is speech, text, conversational and translation data collected or reviewed by a Konkani speaker for your brief, not pulled from an existing archive.
The same request can sound and read differently a few hundred kilometers away across South Asia, so we ask which region or script variant you need before contributors start.
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 Konkani and another language.
For the wider Indian language picture beyond this one language, see Indian language data.
Konkani 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 Konkani before you brief it
Konkani is the official language of Goa and is spoken along the western coast down into coastal Karnataka and parts of Kerala. Different communities have settled in different places, and each tends to write it differently.
This is a language where the script depends on who is writing: Devanagari is official in Goa, many Catholic communities use the Roman script, and some communities in coastal Karnataka and Kerala use the Kannada and Malayalam scripts. A brief that says only 'Konkani' leaves that open. Name the community and the script, and say whether speech should reflect Goan or coastal Karnataka pronunciation.
Languages that sit close to Konkani in script, family or region: Marathi data, Kannada data, Malayalam data, Gujarati data, Hindi data and Tamil 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.
Konkani at a glance
- Language family
- Indo-Aryan
- Script
- Devanagari in Goa, with Roman, Kannada and Malayalam scripts used by some communities
- Spoken mainly in
- Goa and the western coast of India, including coastal Karnataka and Kerala
- Name it in a brief
- Goan Konkani, Mangalorean Konkani, Karwari, Cochin Konkani
- Its own name
- कोंकणी
Four ways to request Konkani data
Each links to the service that runs it, with its full scope and process.
Konkani speech data
Recorded speech in Konkani: calls, prompts and voice bot utterances, with the regional accent or script variant you specify, reviewed before delivery.
Konkani text data
Written Konkani: messages, reviews, tickets or chat logs, written or labeled by people who read it natively.
Konkani conversational data
Scripted or spontaneous Konkani dialogue for voice bots and support agents, built around the regional variety your users actually speak.
Konkani translation
Human-verified translation between Konkani and another language, including the regional script or transliteration your project needs.
What to put in a Konkani brief
Four things worth deciding before contributors start, so the first sample already looks right.
Region or dialect
Konkani is spoken mainly in Goa and the western coast of India, including coastal Karnataka and Kerala. Worth naming in a brief: Goan Konkani, Mangalorean Konkani, Karwari, Cochin Konkani. Tell us the region or community you're targeting so contributors are matched to the right one.
Script or transliteration
Script for Konkani: Devanagari in Goa, with Roman, Kannada and Malayalam scripts used by some communities. 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 Konkani data
One named contact owns the project from scoping to the last file.
Brief
You tell us the data type, the Konkani 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 Konkani data ends up
Common jobs for Konkani data. They're examples of the work, not a client list.
Voice bots and IVR
Recorded Konkani prompts and calls teach a voice bot to recognize how people actually speak, not just how a script reads.
Support chat and tickets
Everyday Konkani messages, written in the domain you work in, give a chat assistant real phrasing to learn from.
Content moderation and sentiment
Labeled Konkani 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 Konkani so a product reads like it was written for that market, not machine-translated.
Off-the-shelf Konkani 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 Konkani 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 | Konkani 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 |
Konkani data terms, in plain words
General definitions. They describe the field, not a claim about us.
Where Konkani data fits
Konkani is one of 100 languages on our languages directory. You can also browse every category on the datasets hub.
Questions about Konkani data
The datasets FAQ covers questions that apply across every category.
Do you support Konkani?
Yes. Konkani 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 Konkani 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 Konkani is in that pool until you ask. It costs nothing to check before you commission a fresh collection.
Can you mix regional varieties of Konkani 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 Konkani?
Speech, text, conversational data and translation to or from Konkani. Image and video categories don't depend on language, so Konkani 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 Konkani?
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 Konkani 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 Konkani should I ask for?
Ask for the one your users actually speak. Konkani is spoken mainly in Goa and the western coast of India, including coastal Karnataka and Kerala, and the forms most worth naming in a brief are Goan Konkani, Mangalorean Konkani, Karwari, Cochin Konkani. If you are unsure, describe your users and where they live, and your named contact will help you decide before collection starts.
How is Konkani written, and does it matter for the data?
Konkani data uses Devanagari in Goa, with Roman, Kannada and Malayalam scripts used by some communities. 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 Konkani data
Pick the data type, confirm Konkani 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.