Human Intelligence Infrastructure

The infrastructure behind
trustworthy AI.

Collect datasets, run expert evaluations, benchmark frontier models, and orchestrate human review from one enterprise platform.

Designed for teams building trustworthy AI
Frontier Labs
Enterprise AI Teams
Government and Research
Regulated Industries
The AI lifecycle

One journey. End to end.

AfriEval supports the full human intelligence lifecycle in a single platform.

Collect

Multilingual speech, text, image, and video from vetted contributors.

Annotate

Label, transcribe, and structure with configurable task types.

Validate

Consensus, gold tasks, and senior QA verify every judgment.

Evaluate

RLHF, safety, reasoning, and preference evaluations at scale.

Benchmark

Compare model versions and track quality trends over time.

Deploy

Export via API, webhooks, or connectors, ready for training.

Why AfriEval

Outcomes enterprise AI teams can measure.

Reduce Operational Complexity

Build configurable workflows that automate contributor assignment, review, consensus, and quality assurance from one platform.

Build Representative AI

Collect multilingual, culturally grounded datasets from trusted contributors across Africa and beyond.

Improve Model Quality

Benchmark and evaluate AI systems using configurable templates, gold tasks, and expert human review.

Scale Human Intelligence

Manage contributors, reviewers, permissions, and quality assurance with enterprise grade governance and auditability.

The workflow builder

Compose human intelligence,
stage by stage.

Contributor to Export, wired together visually. Configure each stage on the right. Ship it as an API endpoint.

workflows / speech-eval-v3.pipeline
Livev3.2
Pipeline
  1. 01
    Contributor
    Source
    Vetted contributors submit tasks in their native language and domain.
  2. 02
    Reviewer
    Label
    Trained reviewers label, transcribe, and score against a rubric.
  3. 03
    Consensus
    Validate
    Multi reviewer consensus with gold tasks calibrating quality live.
  4. 04
    Senior QA
    Adjudicate
    Senior specialists resolve disputes and calibrate the reviewer pool.
  5. 05
    Export
    Ship
    Deliver via API, webhooks, or connectors with full lineage.
5 stages 42 reviewers 2 webhooks
Throughput 1,204 tasks / hr
Human intelligence network

Access the right experts

Not a crowd. A curated network of contributors and subject matter experts, matched to the workflow.

Speech Contributors
Medical Experts
Lawyers
Teachers
Native Linguists
Agricultural Specialists
Software Engineers
Financial Analysts
Researchers
Use cases

Built for modern AI teams

From speech and vision to RLHF and healthcare, one platform for every human intelligence workflow.

Speech AI
Multilingual speech collection and transcription at scale.
Generative AI
RLHF, preference, and safety evaluations on frontier models.
Healthcare
Clinical expert review for medical model deployments.
Vision AI
Image and video annotation with layered QA.
Government
Translation and language validation for public services.
Research
Reproducible benchmarks for frontier model teams.
Legal
Contract, policy, and jurisdictional review workflows.
Agriculture
Local language field datasets and expert labeling.
Enterprise ready

Every decision, accountable.

Governance, quality, permissions, and lineage built into the platform. Ready for procurement, ready for production.

Dataset
Human review
Workflow
Benchmark
Translation
QA
API
Analytics
Governance
SOC 2 aligned controls, data residency, and DPA on request.
Quality Assurance
Gold tasks, consensus, and senior QA calibrate every workflow.
Permissions
SSO, SAML, and role based access across projects and teams.
Auditability
Immutable audit trail and versioning for every decision.
APIs and SDKs
REST, webhooks, and typed clients for production pipelines.
Data Handling
PII redaction, scoped storage, and configurable retention.

One platform.

For every human intelligence workflow.

Data Collection
Annotation
Translation
Validation
RLHF
Benchmarking
Safety
Human Review
Expert QA
Built with African intelligence

Why Africa matters

Access trusted multilingual contributors, subject matter experts, and culturally grounded evaluations across Africa's diverse languages and communities. Whether you are expanding into African markets or building globally representative AI, AfriEval gives you access to human intelligence that is difficult to source elsewhere.

2,000+
Languages
Young
Digital workforce
Deep
Cultural context
Growing
AI ecosystem
Native
Multilingual expertise
Local
Domain knowledge

AI cannot be globally representative without African intelligence.

Build AI that represents the world.

AfriEval is the human intelligence infrastructure enabling AI teams to collect representative datasets, validate quality, evaluate frontier models, and ship AI systems that better understand the world.