Human Expertise for Better AI Systems
Kairos Covenant supports AI teams with structured human evaluation, data preparation, validation and quality-assurance services.
LLM Response Evaluation
Structured review of model outputs against defined criteria.
Preference Ranking
Human ranking workflows for comparative model responses.
Data Annotation
Labeling and classification support for structured datasets.
Training Data Preparation
Preparation and review of data used in AI development workflows.
Model QA
Quality review for model behavior, consistency and rubric alignment.
Dataset Validation
Review of dataset structure, completeness and quality.
Coding Evaluation
Technical-domain review for code-related AI outputs.
Technical-Domain Evaluation
Evaluation support where domain knowledge is required.
Prompt & Response Evaluation
Human-in-the-loop workflows for prompts, responses and quality standards.
AI Delivery Process
Clarify task, rubric and quality expectations.
Validate workflow and instructions with a small sample.
Run the work against the approved process.
Review output for consistency and requirement alignment.
Provide final outputs and supporting notes where applicable.