Parea

Parea AI is the experimentation and human annotation platform designed to empower AI teams. It provides a comprehensive environment for testing, evaluating, and improving AI models through data annotation and performance tracking.

Core features and benefits

• Experiment tracking
• Observability
• Human annotation
• Evaluation
• Prompt Playground & Deployment
• Datasets
• Simple Python & JavaScript SDKs
• Native integrations to major LLM providers & frameworks

Use Cases & Applications

• Test and track performance over time.
• Debug failures.
• Collect human feedback from end users, subject matter experts, and product teams.
• Comment on, annotate and label logs for Q&A and fine-tuning.
• Tinker with multiple prompts on samples, test them on large datasets, and deploy the good ones into production.
• Incorporate logs from staging & production into test datasets and use them to fine-tune models.
• Log production and staging data.
• Debug issues, run online evals, and capture user feedback.
• Track cost, latency, and quality in one place.