Language Intelligence Infrastructure

Build AI systems that understandAfrican & Asian languages.

Lugha is a language intelligence platform powering translation, AI evaluation, and high-quality multilingual datasets for underrepresented languages — Swahili, Luganda, Hindi, Urdu, and more.

For AI teams, enterprises & research labs · Replies in 24h

50+
Languages
Human+AI
Hybrid review
Verified
Provenance
L

Lugha — n.

"Language" in Swahili.

The medium by which a people's culture, knowledge, and identity travel into the world.

SwahiliHindiLugandaUrduAmharicYorubaHausaBengaliArabicZuluKinyarwandaTamil
  • 50+ languages — African & Asian focus
  • Human-verified data
  • AI-enhanced workflows
  • Enterprise-grade infrastructure
  • Secure, traceable language data

About Lugha

The language infrastructure for AI in Africa & Asia

Lugha is building the foundational language infrastructure for AI systems in emerging markets — combining human linguistic expertise, AI-powered evaluation, structured multilingual datasets, and enterprise-grade language APIs.

We started in translation. We're becoming the data layer that AI companies, NGOs, hospitals, fintechs, and governments rely on to operate across languages.

Proprietary datasets

Every translation processed through Lugha contributes to multilingual corpora — proprietary intelligence assets, not just deliverables.

AI evaluation systems

Fluency scoring, terminology validation, and error detection run on every project — continuously improving our quality models.

Human linguistic expertise

A vetted network of certified translators across African and Asian languages, paired with AI to scale without losing nuance.

Enterprise APIs

Translation, localization, and quality evaluation exposed as APIs — built for engineering teams shipping multilingual products.

Verified provenance

Tamper-proof translation and dataset records — so AI teams know exactly where their training data came from and who produced it.

Underrepresented languages

Deep coverage where mainstream models fall down — Swahili, Luganda, Hindi, Urdu, Hausa, Amharic, Bengali, and more.

The data advantage

Lugha turns translation work into structured intelligence assets.

Each project compounds into proprietary multilingual datasets, AI training corpora for African and Asian languages, and continuously improving quality models. Translation is the doorway — data infrastructure is the product.

Proprietary multilingual datasets

Every translation feeds curated corpora — yours and ours, cleanly separated.

Domain-specific corpora

Medical, legal, business, education — tagged and structured for fine-tuning.

AI training-ready data

Parallel pairs, labels, and metadata in formats AI teams actually need.

Compounding intelligence

Quality scores feed back into the engine — evaluation models improve with every project.

AI Translation Intelligence Engine

A live language intelligence system — not a demo.

Human-in-the-loop translation, continuous learning from real corrections, and a dataset engine that compounds with every edit.

Demo Mode · public testing

Test the engine yourself.

Pick a domain, run AI translation, and see the improved output.

Source
AI output
v0 — model

Run translation to see output…

Improved (human + AI)

Awaiting AI run…

accuracy
fluency
terminology

Core modules

Three systems, one engine.

Translation Assistant

Real-time suggestions for demo users and internal translators. Improves grammar and fluency, learns from human corrections, and maintains domain-specific terminology.

Quality Engine

Accuracy, fluency, and terminology scoring (0–100). Compares AI versus human-edited versions and tracks quality improvement over time.

Dataset Engine

Converts every translation into a structured record — source, AI output, human correction, final, metadata. A continuously growing multilingual corpus.

How AI Engine works

One continuous loop — input to dataset.

1
Input
User or internal team
2
AI translation
Initial output generated
3
Human review
Linguist edits and approves
4
AI learns
Corrections become signals
5
Final stored
Structured record saved
6
Dataset grows
Corpus expands continuously
What this system actually is
A live translation workspace
A human + AI learning loop
A dataset generation engine
A foundation for multilingual AI systems

Use cases

Built for organizations that operate across languages.

AI companies

Training multilingual models with verified African and Asian language datasets.

Hospitals & health systems

Accurate medical translation for patient communication, records, and clinical trials.

NGOs

Operating across languages and regions without sacrificing message fidelity.

Fintechs

Localizing product, support, and compliance content as they expand into new markets.

Governments & public sector

Multilingual public communication, policy translation, and citizen-facing services.

Blockchain Trust Layer

Continuous verification and provenance for every translation.

Not crypto. Not trading. An audit and provenance layer for AI Engine outputs and datasets — so enterprise buyers can verify the integrity of every record.

Proof of Translation

Source hash, final hash, timestamp, and AI-vs-human version comparison — an immutable record of every change.

  • Source + final SHA-256
  • AI vs human diff
  • Tamper-evident log

Dataset Versioning

Every dataset evolves with full lineage. v1, v2, v3… correction logs, AI improvement history, domain tagging.

  • Semantic versioning
  • Lineage tracking
  • Per-domain branches

Contributor Ledger

Translator contributions, per-contributor quality lift, AI learning influence, and reputation — full transparency.

  • Contribution logs
  • Reputation scoring
  • Quality lift per user

How Blockchain Trust works

Every change. Recorded. Verifiable.

01
AI translates
Initial output
02
Human edits
Reviewer corrections
03
Record generated
Hashed + signed
04
Version bumped
Dataset lineage
05
Permanently logged
Immutable trail
06
Buyer verifies
Audit-ready
Verification record
Verified
record_id
0x9f2c4e1b8a7d…a41b
source_hash
sha256:e3b0c44298fc1c149afbf4c8996fb924…
final_hash
sha256:7d865e959b2466918c9863afca942d0f…
version
dataset/medical-en-sw v0.14.2
contributor
reviewer_42 · +0.03 COMET
domain
medical
signed
2026-06-01T08:14:22Z
Auditable by enterprise buyers. Tamper-evident. Stripe + Palantir-grade integrity for language data.
What this system ensures
  • Trust in all language data
  • Transparent dataset evolution
  • Enterprise-grade training data integrity
  • Full traceability of AI learning

Simple process

How it works

From upload to delivery in four steps. Average turnaround: 24–48 hours.

  1. 01

    Seamless Source Ingestion via API

    Push source documents, strings, or live content streams through our enterprise API. Files of any size, any language pair, ingested and segmented automatically.

  2. 02

    Dynamic Workspace Allocation

    Segments flow into the continuous row-grid workspace and are routed to the right linguists in real time, with AI pre-translation already in place.

  3. 03

    Dual-Layer Verification & Local Autosave

    Every edit is autosaved offline-first to the linguist's device and verified through human review plus automated QA checks before release.

  4. 04

    Cryptographic Ledger Hashing

    Approved deliverables are hashed and anchored to our verification ledger — producing a tamper-evident record of every translation and dataset contribution.

Differentiation

Infrastructure, not just a service

Traditional agencies sell time. Generic AI tools produce raw output. Lugha builds the data layer underneath them both.

Capability
Lugha
Translation agencies
Generic AI tools
Human + AI hybrid workflow
Proprietary multilingual datasets
AI quality evaluation & scoring
African & Asian language depth
Verified data provenance
Enterprise language APIs
Domain-specific corpora (legal, medical)

Leadership

Three pillars. One mission.

Platform, linguistics, and growth — operating as equals to make every language a first-class citizen of the AI era.

Platform
Devis M, Founder

Devis M

Founder

Architect of Lugha's scalable language rails across emerging markets. With deep expertise in localized data workflow orchestration, Devis drives the platform vision — engineering the verifiable data architecture that gives African and Asian languages a foundational layer in the AI era.

Linguistics
Namara A, Chief Linguistic Officer

Namara A

Chief Linguistic Officer

Linguistic architect for Lugha's deep African and Asian language coverage. Namara designs the human-in-the-loop verification frameworks and quality systems that turn raw translation into high-fidelity, trustworthy training signal for downstream AI.

Growth
Elias M, Chief Growth Officer

Elias M

Chief Growth Officer

Spearheads go-to-market and enterprise adoption. Elias bridges Lugha's verifiable data infrastructure with the global AI labs, fintechs, and public-sector teams deploying multilingual systems across emerging markets.

Join the Lugha family

Are you a skilled translator or linguist passionate about African and Asian languages? We're always looking for talented people to grow our team.

View open positions

FAQ

Frequently asked

Who is Lugha for?
AI teams licensing multilingual training data, enterprises localizing across African and Asian markets, and mission-critical organizations (hospitals, NGOs, governments, fintechs) that need accurate multilingual communication.
Which languages do you cover?
50+ languages with deep coverage of underrepresented African and Asian languages — Swahili, Luganda, Hindi, Urdu, Yoruba, Hausa, Amharic, Kinyarwanda, Bengali, Tamil, Zulu, and more.
How do you ensure dataset quality and provenance?
Every translation runs through human + AI hybrid review. Outputs are scored, tagged with domain metadata, and recorded with verifiable provenance so AI teams know exactly where their training data came from.
Can I license datasets or access the API?
Yes — dataset licensing and API access are available for enterprise customers and AI labs. Use the contact form to request access and we'll scope the right tier for your use case.

Enterprise & partnerships

Access high-quality multilingual data and AI language infrastructure.

Whether you're training a multilingual model, localizing a product, or running mission-critical communications across borders — we'll match the right layer of the platform to your use case.

Request Dataset Access Talk to our team

Trusted by AI teams · Replies in 24h

Request Access

Request Access & Enterprise Onboarding.

Dataset licensing, API access, enterprise translation, or partnership — we'll route your request to the right team and respond within one business day.

Email
data@getlugha.com
We'll respond within 24 hours.
Phone
+255 744 381 263
Call to discuss your project.
WhatsApp
Start a chat
Fastest channel for a quick quote.
Our network spans Africa and Asia. Whether you need one document translated or an ongoing localization partner, we'll match you with the right specialists.
What are you interested in? *
Attachment (optional)

Upload your document so we can quote precisely. PDF, Word, Excel, text, or image — up to 20 MB.

By submitting, you agree we may contact you about your project. We never share your files.