Multimodal AI Evaluation & QA Toolkit

A practical, no-code workspace for testing, scoring, reviewing, and tracking AI outputs.

Evaluate text, image, audio, video, multimodal, and agent/tool outputs using one structured human-in-the-loop workflow.

What you can do

• Create and manage test cases

• Score AI outputs using configurable evaluation dimensions

• Calculate weighted scores and Pass, Needs Review, or Fail decisions

• Apply Fatal Error and Minimum Dimension rules

• Track failures, severity, evidence, and recommended actions

• Perform structured QA reviews

• Monitor results through a built-in dashboard

What you get

Multimodal AI Evaluation & QA Toolkit (.XLSX)

Complete evaluation workspace

Buyer User Guide (.PDF)

Setup, workflow, scoring, QA, and troubleshooting guidance

License & Terms of Use (.PDF)

Product usage and licensing terms

Everything is delivered in one ZIP file.

Designed for Microsoft Excel, with the core workflow also tested in Google Sheets.

Suitable for AI evaluators, AI trainers, data annotators, QA reviewers, prompt engineers, developers, freelancers, consultants, and small AI teams.

Human-in-the-loop by design. No coding or API keys required.