Keep humans in control of AI

AI makes mistakes. Tallyfy catches them before they matter.

AI Oversight & Control

Human in the loop AI oversight on Tallyfy

See how human oversight works

Play: Tallyfy Human in the Loop Demo

Why AI needs human oversight

Catch AI mistakes

Review AI-generated content, data, and decisions before they go live. Approve, reject, or send back for revision. Nothing slips through unchecked.

Approve or reject

Built-in approval workflows with automation triggers. Route AI output to the right human reviewer automatically based on content type or risk level.

Validate AI-filled data

Required fields, validation rules, and format checks ensure AI-populated forms meet your standards. Catch errors before they cascade downstream.

Complete audit trails

Every AI action, human review, and approval decision logged automatically. Full visibility for compliance, accountability, and continuous improvement.

What does unchecked AI cost you?

What busywork costs your company

$8,000

per week

$416,000

per year

$2,080,000

over 5 years

Common questions

How does Tallyfy review AI output?

Approve/Reject task types trigger different automation paths. AI completes work, humans review, and the workflow proceeds based on the decision. Rejections can loop back for corrections.

Can I route AI work to specific reviewers?

Conditional rules assign reviews based on content type, risk level, or AI confidence scores. High-stakes decisions automatically go to senior reviewers.

What happens when AI makes a mistake?

Rejection triggers correction workflows. AI revises and resubmits for another review. Nothing proceeds without human approval. Full history preserved for learning.

Ready to keep humans in the loop?

See how Tallyfy bridges AI and human judgment