Use cases · Maïka v1

What people can build with local-language AI.

Maïka democratizes AI by bringing intelligence into the languages people actually speak.

African language integration Amount composition Audio generation Open audio atoms Interactive language map
Who it serves

One technology, several practical audiences.

Maïka is not only a demo. It is a base layer for products that need to speak money, numbers and service information in African languages.

Developers

Build local-language features into apps.

  • Convert amounts into local-language text.
  • Generate downloadable WAV audio from composed atoms.
  • Add speech to fintech, commerce, POS, chatbot and WhatsApp services.
Companies

Serve customers in the language they trust.

  • Send spoken payment receipts and transaction confirmations.
  • Localize balance, invoice, transfer and order notifications.
  • Make customer support and commercial messages easier to understand.
Everyday users

Understand digital services without language barriers.

  • Listen to an amount instead of only reading it.
  • Verify a payment in a familiar language.
  • Use digital tools even when written French or English is not enough.
Institutions

Plan outreach by country and language.

  • Identify where covered languages are spoken.
  • Prepare campaigns for health, agriculture, education and public services.
  • Prioritize deployment by language reach and country footprint.
Researchers

Use open data for African language work.

  • Study recorded audio atoms and language-specific number systems.
  • Validate pronunciation and linguistic coverage.
  • Contribute to open African language AI resources.
HMTC roadmap

From amount speech to broader local-language assistants.

Version 1 proves the foundation: compose, speak and map local languages. The next step is expanding Maïka toward wider conversational and service workflows.

What exists today

The current Maïka stack.

These are the concrete pieces already available for experimentation, integration and product discovery.

01

Maïka web demo

Test amount conversion directly in the browser and show how a local-language interface can feel in a real product.

DemoClient presentationLinguistic validation
02

Compose API

POST /api/compose returns the composed text, ordered atoms, language and currency metadata.

Fintech backendPayment appsMerchant tools
03

Audio API

GET /api/audio?lang=fon&amount=7500 returns one downloadable WAV built from the matching audio atoms.

Voice receiptIVRAudio notification
04

Audio atoms dataset

An open corpus of short recorded language units that can be reused, verified and extended for African language AI.

Open dataResearchContribution
05

Interactive language map

Click a country to see which covered languages are spoken there and the potential user reach.

Market analysisCountry targetingDeployment planning
Example workflows

From API call to real action.

Payment confirmation

A merchant app receives a transaction, calls Maïka with the amount, then plays the generated audio for the customer.

WhatsApp service

A bot sends both text and audio so the user can read or listen to the same information in a local language.

Public-service campaign

An institution uses the map to select countries and languages, then prepares localized audio messages.

Research and contribution

A language team checks the atoms, improves pronunciation coverage and helps expand Maïka into more languages.