We Turn Real Human Work Into
Structured Intelligence for AI Systems.
UpCheckAI builds AI training data, RLHF feedback systems, and model evaluation pipelines powered by real-world human workflows and domain expertise.
From Human Workflow to AI-Ready Dataset
A structured pipeline that captures, evaluates, and delivers intelligence for frontier AI systems.
Capture
Real-world workflow capture and domain expert task design
Structure
Transform raw input into clean, labeled datasets
Evaluate
Human evaluation, RLHF scoring, and safety review
Deliver
Ship AI-ready datasets with full documentation
Why East Africa Drives Better AI Data
Multilingual depth, cultural diversity, and a large educated workforce — advantages no other region combines at this cost.
Large Educated Workforce
A young, technically literate generation entering AI-adjacent work at scale across East Africa.
Strong English Proficiency
Seamless communication and documentation across global client teams without friction.
Rich Multilingual Environment
Native speakers of Swahili, Amharic, Somali, Luganda, Kinyarwanda, and more — for rare language datasets.
Deep Cultural Diversity
Perspectives that make AI training data more representative and globally useful.
Growing AI Ecosystem Participation
Increasing technical capability in evaluation, annotation, and data operations across the region.
Cost-Efficient Without Quality Compromise
Enterprise-grade output at meaningfully lower operating cost than traditional delivery locations.
How We Build AI Training Data
From workflow capture to AI-ready dataset delivery in 48–96 hours.
01
Define Your Data Needs
Tell us your AI system's requirements: task type, domain, languages, evaluation criteria, and scale.
02
We Design the Pipeline
We design contributor tasks, labeling schemas, RLHF scoring rubrics, and QA frameworks.
03
Human Contributors Execute
Our network of domain experts, evaluators, and annotators generate and score the data.
04
Deliver AI-Ready Datasets
Structured, validated datasets delivered with quality reports and integration support.
Ready to start your data pipeline?
Our Human Intelligence Network
Domain experts and AI evaluators powering structured data pipelines across industries.
AI Data Services Built for Frontier Systems
Structured data generation, evaluation, and RLHF systems for AI labs and enterprise teams.
AI Training Data Generation
Custom dataset creation from real human workflows, domain expertise, and structured task designs.
RLHF & Human Preference Feedback
Human preference ranking, response scoring, and comparative evaluation for LLM alignment.
AI Model Evaluation & Benchmarking
Expert evaluation suites, benchmark datasets, and performance testing against real-world tasks.
Workflow Intelligence Extraction
Convert enterprise business processes into structured AI training datasets.
Multilingual Data Annotation
Text, audio, and multimodal annotation in English, Swahili, and 10+ African languages.
Red Teaming & AI Safety Evaluation
Adversarial testing, jailbreak evaluation, bias detection, and safety review systems.
Synthetic Data Augmentation
Human-validated synthetic data generation for edge cases and data-sparse domains.
Enterprise Process-to-Dataset Conversion
Transform organizational workflows and decision trees into AI training pipelines.
Pilot Programs & Data Packages
Launch your AI data pipeline with a structured pilot — results in 48–96 hours.
LLM Evaluation Pilot
500 RLHF preference pairs with safety review, quality report, and 48hr delivery.
- 500 RLHF Preference Pairs
- Safety Review
- Quality Report
- 48hr Delivery
Training Dataset Pilot
1,000 labeled examples from domain expert contributors with full QA validation.
- 1,000 Labeled Examples
- 3 Domain Expert Contributors
- QA Validation
- Schema Documentation
Enterprise Workflow Package
Full workflow capture, annotation, custom schema, and a dedicated project lead.
- Full Workflow Capture
- Custom Annotation Schema
- Delivery Pipeline
- Dedicated Project Lead
Partner With UpCheckAI
Generate structured human intelligence datasets for AI model training and evaluation.
For AI Labs
AI Labs & Research Teams
Training data, RLHF feedback systems, and evaluation datasets for frontier model development.
Learn MoreFor Enterprise
Enterprise AI Teams
Workflow intelligence extraction and process-to-dataset conversion for internal AI systems.
Learn MoreFor Eval Platforms
AI Evaluation Platforms
Human feedback pipelines, benchmark creation, and quality assurance systems.
Learn MoreFor Safety Teams
AI Safety Organizations
Red teaming, adversarial evaluation, and safety review programs.
Learn MoreFor Integrators
Resell & Integration Partners
White-label data pipeline services for AI consultancies and system integrators.
Learn MoreReady to partner?
Expanding AI Data Capabilities
Next-generation data infrastructure for the most demanding AI systems.
RLHF Preference Ranking
AvailableAdversarial Red Teaming
AvailableMultilingual Annotation
AvailableSafety Evaluation
AvailableBenchmark Dataset Creation
AvailableWorkflow Intelligence Extraction
AvailableDomain Expert Data Collection
AvailableAudio & Multimodal Annotation
AvailableAgentic Task Evaluation
Coming SoonSynthetic Data Validation
Coming SoonReal-time Feedback APIs
Coming SoonCustom Benchmark Suites
Coming SoonGlobal AI Data Infrastructure, East Africa-Powered
Our contributor network spans East Africa, delivering world-class AI data for global AI systems.
10+
African Languages
5
East African Countries
48–96hr
Target Pilot Delivery
Enterprise-Grade Data Quality, Every Pipeline
Every dataset is structured, validated, and delivered to frontier AI standards.
5-Stage
QC Pipeline
10+
African Languages
48–96hr
Target Pilot Delivery
Structured Schemas
Multi-Layer QA
RLHF Validation
Contributor Vetting
Delivery Reports
Enterprise Standards
Data Capability Areas
Let's Build Your AI Data Pipeline
Whether you need RLHF feedback data, evaluation benchmarks, workflow intelligence, or multilingual annotation — UpCheckAI delivers structured human intelligence for frontier AI systems.
Enterprise-ready48–96hr pilotsFrontier AI standardsEast Africa-powered