Brands That Trust Us
Eight data types, collected your requirements
Speech for ASR and voice AI across languages, accents, and noise levels.
Egocentric, real-world clips of everyday and skilled tasks, filmed anywhere people can legally film.
Real shelves, products, documents, faces, and street scenes, cluttered or clean.
Native writing across 100+ languages, structured records or free-form.
GPS and foot traffic at scale, with sensor metadata attached.
Two or more signals captured together and delivered as a linked set.
What people buy, where they buy it, and what surrounds the purchase.
Real store shelves for planogram, out-of-stock, product recognition, and share of shelf.
Bespoke AI datasets, collected to your specification
Rwazi provides bespoke AI datasets to your spec, real-world or studio, across 190+ countries. You bring the requirement; we collect it fresh for each use case.
- Collected on demand to your spec, per use case.
- Raw files or lightly structured, your choice.
- Built for production reliability
- Set up for a clean handoff into your pipeline.
Models trained on clean data meet a messy world
Synthetic data slips on real noise, accents, and clutter. Rwazi collects from real people in real settings, so your model holds up, with studio-grade capture when you need control.
Trained on internet, synthetic, or studio data. Looks right in the demo. Slips in production.
Trained on real-world data from Rwazi. Built for the conditions your users bring.
From your spec to your cloud, in four steps
Run it as a one-off project or a recurring refresh, weekly or monthly. Curated sprints can deliver in days.
Types of dataset delivery
Choose raw or structured
Raw
Bulk files captured on phones, your format and naming, delivered straight to your cloud.
Structured
QC'd and named, format to spec, demographic metadata attached, ready for your pipeline.
Why teams collect with Rwazi
How does Rwazi compare?
Built for the models teams are shipping now
Voice AI & ASR
Real speech across tones, accents, and languages, in background noise, to train ASR and voice models for translation and customer support.
Robotics & embodied AI
Egocentric video from a head-mounted camera capturing everyday and skilled tasks, to train robots on real work.
Autonomous & consumer electronics
Images and videos of home environments, obstructions, stairs, pets, surfaces, and house types across regions to train devices such as autonomous vacuums.
LLM & document AI
Document understanding, AI-versus-human detection, and legal-contract training, drawing on multimodal extraction from hard and soft copy.
Vision & detection
Real-world images for product, scene, and object recognition models.
Health AI
A recurring monthly refresh keeps medical models current as conditions change.
Quality you set, checked before it ships
You write the pass-or-reject criteria. Every file is reviewed by people, checked against them, and reported as accepted before it reaches you. Each file carries its provenance and was collected under explicit consent.
Tell us your scope or book a live demo with us
Contact The Rwazi AI Datasets Team
Book A Live Demo
Questions teams ask before they buy
What is an AI dataset?+
An AI dataset is the audio, video, image, text, or sensor data a model learns from. Rwazi collects it to your specifications across 190+ countries, in real-world or studio-grade conditions, so the model performs under the conditions it will encounter in production.
Where can I buy human-labeled datasets for AI models?+
Tell us the model and the data you need; Rwazi scopes a bespoke dataset, collected to spec with quality control and demographic metadata, then licensed or owned outright.
How do you create a dataset for AI training?+
We work on the spec, collect it from real people across 190+ countries, run human-in-the-loop QC against your pass-or-reject criteria, then ship it to your cloud.
What formats and delivery do you support?+
Common formats such as MP3, WAV, MP4, JPEG, and PNG are delivered to your ecosystem via S3, Azure Blob Storage, GCS, or SFTP.
How does Rwazi handle consent and ownership?+
Every contributor collects with explicit consent, sourced through Rwazi. All data is Rwazi-owned, and what we hand over is yours to use, with provenance on every file.
Does Rwazi offer model training?+
Rwazi provides the datasets that power your training. The training itself stays with your team.
What are the best datasets for training generative AI models?+
Strong training data matches the real conditions your model will face. Rwazi collects bespoke audio, video, image, text, sensor, and multimodal data to your spec, from real people across 190+ countries, rather than reusing what already exists.
What are datasets in AI?+
Datasets in AI are the collections of real examples, audio, video, image, text, or sensor, that a model trains on. Rwazi builds them to your spec across 190+ countries.
What languages, countries, and volumes do you cover?+
We collect across 190+ countries and any language spoken where people have smartphones, with English, French, Spanish, Chinese, and Hindi among the most widely available. Volume is scoped to your use case.
How is it priced?+
We quote per project. The drivers are modality, volume, exclusive versus licensed, and any add-ons. Send your requirement and we will price it.
How does this compare to synthetic or off-the-shelf data?+
Synthetic and studio data shine in ideal conditions and drift in production, and an off-the-shelf library only gives you what already exists. Rwazi collects to your spec, matching the real-world conditions and regions your model will serve.