Service Pillar 02

The data operations partner behind better models.

Human-in-the-loop data annotation, collection and model evaluation for AI labs and ML teams — precise, secure and built to scale with your roadmap.

Frontier AI runs on human judgment.

Model quality is decided by data quality. Upraise delivers the human-in-the-loop capacity that AI development demands — annotation, collection and evaluation programs run with the precision, security and consistency that frontier labs expect.

We're actively delivering video annotation and data collection programs for AI companies in the United States, with teams recruited, trained and quality-managed end to end in Nairobi.

  • Data annotation & labeling for image, video, text and audio with multi-layer QA
  • Data collection & curation for custom multimodal datasets built to your specification
  • RLHF & human feedback with preference ranking, response rating and instruction-following review
  • Model evaluation & red-teaming for accuracy, safety and bias stress testing
  • LLM data services including prompt engineering, response writing and fine-tuning datasets
  • Content moderation & data QA for policy-driven review and independent dataset audits
  • Geospatial & LiDAR annotation for satellite, aerial and point-cloud labeling
  • Speech & audio data services with accent-diverse voice collection and audio classification
  • Multilingual & African language data support for translation, localization and low-resource datasets
  • Search relevance & ads evaluation with query-result rating and ad quality review
  • Document AI & data processing for OCR validation, classification and structured extraction
  • Conversational AI training with dialogue datasets, intent classification and utterance generation
At a Glance
Delivery hubNairobi, Kenya
Active clientsAI companies in the US
WorkflowsAnnotation · Collection · Evals
Coverage24 / 7 capable
Ramp time2–4 weeks to pilot
Quality modelDedicated QA layer on every task
What We Deliver

Inside the AI Data Operations practice.

Data Annotation

Video, image, text and audio labeling with layered QA — built for consistency at scale.

Data Collection

Custom collection programs: field, studio and crowd-sourced data designed to your spec.

Model Evaluation

Human evaluation, preference ranking and benchmarking to measure and improve model output.

Secure Delivery

Vetted teams, controlled facilities and NDA-backed workflows protecting your IP and data.

Ready to scale without limits?

Tell us what you're building. We'll come back within one business day with a clear view of how Upraise can help.