Best Employee Feedback Tools for Gusto

Confirm is an AI-powered performance management platform that eliminates bias by grounding reviews in how work actually happens — not how visible someone is. Built on Organizational Network Analysis (ONA), Confirm maps the real collaboration patterns inside your company: who influences whom, where knowledge flows, and which employees are quietly holding teams together. This data feeds directly into AI-drafted performance reviews that are faster to write, fairer to calibrate, and easier to defend. THE PROBLEM WITH TRADITIONAL PERFORMANCE REVIEWS Annual reviews reward people who are good at being seen. Managers rate based on recency and gut feel. High performers who work quietly get overlooked. The result: bias baked into promotions, flight risks you never saw coming, and calibration sessions that drag on for days. WHAT CONFIRM DOES DIFFERENTLY → Maps real influence and collaboration (not just self-reported data) → Integrates with Slack, Jira, email, and calendar to understand actual contributions → Uses AI to draft review language grounded in evidence → Identifies flight risks and hidden high-performers before it's too late → Runs continuous feedback so annual reviews aren't a surprise Best for companies with 50–5,000 employees ready to replace politics with data. 14-day free trial. No credit card required.