LEAFBYTE
Discuss a project
Human intelligence infrastructure for AI
LLM Evaluation · Data Annotation · Expert Evaluation · Data Collection · Quality Assurance · Global Delivery
What LeafByte does
Structured human judgment for AI systems that need to perform in the real world.
LeafByte helps AI teams train, evaluate, test, and improve systems through managed human expertise. We bring together evaluator selection, project-specific guidance, structured quality assurance, and scalable delivery operations.
Designed for pilots, ongoing programs, vendor relationships, and delivery partnerships.
Core capabilities
Built around the human work that makes AI more useful, reliable, and context-aware.
01
LLM Evaluation & Human Feedback
Structured response ranking, instruction-following review, factuality assessment, quality scoring, and human preference evaluation.
02
Data Annotation & Labeling
Managed annotation for text, documents, images, audio, video, classification, entity labeling, and content evaluation.
03
AI Quality Assurance
Secondary review, evaluator calibration, quality sampling, error identification, escalation, and performance monitoring.
04
Domain Expert Evaluation
Project-specific human evaluation using qualified professionals and subject-matter specialists appropriate to each task.
05
Multilingual & Cultural Evaluation
Human evaluation informed by language, regional context, and cultural understanding, with developing capabilities across African markets and languages.
06
Managed AI Data Teams
Project-specific teams supported by evaluator selection, qualification, training, workforce management, production oversight, and quality assurance.
HUMAN EXPERTISE
THE RIGHT PEOPLE FOR THE RIGHT AI PROBLEM.
Different AI systems require different forms of human judgment. LeafByte’s managed delivery model is designed to assemble project-specific teams based on the expertise, language, cultural context, and complexity each engagement requires.
Teams are assembled, screened, and qualified according to individual project requirements.
START WITH A PILOT
PROVE THE WORKFLOW BEFORE YOU SCALE IT.
Start with a defined project, evaluation set, or specialized team. LeafByte can establish project guidelines, qualify evaluators, execute the workflow, measure quality, and use the results to determine the right path to scale.
DISCUSS A PILOT
Global delivery
LeafByte LLC provides U.S.-based client management, contracting, project governance, and commercial operations. We develop scalable international delivery capabilities, including operations supported through Bridgeborn Technology Limited in Nigeria.
CLIENT → LEAFBYTE — U.S. CLIENT & PROJECT MANAGEMENT → MANAGED DELIVERY OPERATIONS → TRAINED HUMAN EXPERTS → MULTI-STAGE QUALITY ASSURANCE → DELIVERABLES
Quality process
A deliberate path from project definition to continuous improvement.
01 DEFINE 02 SELECT 03 QUALIFY 04 CALIBRATE 05 PRODUCE 06 REVIEW 07 IMPROVE
Define requirements and evaluation criteria. Select appropriate evaluators. Qualify and calibrate them against project-specific standards. Produce work through structured workflows, then review results, sample quality, escalate issues, and improve through feedback.
Tell us what you’re building and the human expertise your project requires.
DISCUSS YOUR PROJECT