DATA COLLECTION & CURATION

Real-World Training Data, At Scale

Ethically sourced, culturally representative training data from across Africa. We run custom collection campaigns for speech, images, text, and sensor data, capturing the real-world diversity your AI needs to perform accurately where it matters most.

Tell Us About Your Project Browse African Datasets

15+

African Countries

12+

African Languages

1,000+

Field Contributors

100%

Ethically Sourced

Data Types

What We Collect

Every collection campaign is designed around your exact model requirements, from demographic targets to linguistic diversity and environmental conditions.

Speech & Audio Data

Recorded speech across accents, dialects, and environments — indoors, outdoors, noisy, and quiet settings. Ideal for ASR, TTS, and voice assistants.

Read & spontaneous speech Multi-speaker conversations Dialectal variations

Image & Video Data

Captured imagery reflecting African environments, faces, objects, and scenes,designed to eliminate bias from Western-centric training datasets.

Facial & biometric diversity Street & environment scenes Agricultural & medical imagery

Egocentric & Robotics Data

First-person perspective video and sensor streams for training embodied AI, robotic manipulation, AR/VR, action recognition, and spatial computing.

First-person (POV) video Robot task demonstrations Wearable & action datasets

Geospatial & Sensor Data

Location-tagged field data from African environments — satellite imagery, drone footage, GPS traces, and IoT sensor readings for geo-AI applications.

Satellite & drone imagery GPS & map data Environmental sensor feeds

Our Collection Process

Five stages, from requirements to ready-to-train data.

Every collection campaign runs through the same rigorous process, from co-designed requirements to ethical consent and quality-verified delivery.

Step 01

Requirements & Design

Define languages, demographics, geographies, recording conditions, and format specs with your team.

Step 02

Participant Recruitment

Screened contributors recruited across 15+ African countries to match your demographic and linguistic profile.

Step 03

Consent & Compliance

Informed consent collected. Rights, compensation, and usage terms communicated per GDPR and NDPA.

Step 04

Collection & QA

Field supervisors oversee quality in real-time. Data reviewed against technical specifications before acceptance.

Step 05

Processing & Delivery

Data cleaned, normalised, and optionally annotated before secure delivery in your preferred format.

Languages We Cover

Yoruba Hausa Igbo Swahili Amharic Zulu Wolof Twi Oromo Somali Luganda Xhosa Pidgin (Nigerian) Ewe Malagasy Kikuyu Tamazight Fula Shona Sesotho Lingala Darija Kinyarwanda + more

Ethics & Compliance

✓ Explicit informed consent in local languages
✓ GDPR & NDPA compliant data handling
✓ Fair compensation for all contributors
✓ Data anonymization & secure storage
✓ Right to withdraw & data deletion

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Need Custom Data from Africa?

Tell us your data requirements and we'll design a collection campaign tailored to your model's needs.

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