Limited beta · Human Oversight Intelligence
Put human attention where AI needs it most.
Looplistic analyzes how humans and AI work together, identifies where oversight or reliance should change, and recommends evidence-based actions.
Start with a sanitized CSV in your browser. Read-only BigQuery and Snowflake connections are available for approved pilot testing.
Illustrative demoShipping creditsHumans review every case→Test reviewing 10% Fraud disputesGeneral reviewers check these cases→Route to expert reviewers Account closureAI handles these cases alone→Add human review
From production behavior to a clear action.
- 1
Connect AI actions, human decisions, and outcomes.
- 2
Diagnose review allocation and when humans trust or override AI.
- 3
Compare oversight plans and test evidence-based changes.
Use Looplistic with a real workflow—carefully.
Beta access is designed for product, research, and data teams evaluating human oversight decisions with sanitized or approved pilot data.
Local CSV analysis, read-only BigQuery, Snowflake pilot connections, transparent calculations, and controlled test plans.
Signed-in accounts support account-scoped usage and saved workflow decisions. Uploaded rows and browser-local workflow definitions are not synchronized across devices. Looplistic does not change production routing.
Use synthetic, de-identified, or organization-approved records. Do not upload regulated, confidential, or highly sensitive information during beta.
Current oversight → recommended oversight.
See where review is over- or under-allocated, where human intervention matters, and when people may over-rely on or unnecessarily override AI.