Time Tracking
6 Frameworks for Selecting Payroll-Ready Time and Attendance Software
This catalog presents six frameworks used by HR, operations and People Ops leaders to select a payroll-ready time and attendance system. Organized by decision stage (review validation, accuracy assessment, payroll fit, usability scoring, total cost of ownership and adoption risk), each framework includes its origin, components, scoring structure and applicability criteria. Use these frameworks when you need a structured, defensible method for moving from reading G2 and Capterra reviews to making a confident vendor selection that eliminates manual timesheet cleanup.
The Framework at a Glance
Clean your review data first
The G2/Capterra Review Quality Filter removes incentivized, vague and stale reviews before any scoring begins, so every downstream framework operates on verified signals.
Score vendor confidence across multiple sources
The Review Triangulation Matrix reconciles G2, Capterra and Reddit into a single weighted confidence score per vendor, reducing platform-specific bias.