AI Use Added to Employee Performance Reviews at Some Companies

AI fluency is moving from an optional workplace skill to a formal measure of performance at certain large technology companies. Meta introduced an AI-powered performance tracker called Checkpoint that aggregates more than 200 data points for software engineers.

The system compares how much code engineers generate with AI tools versus how much they write on their own. Top performers can receive a 200 percent bonus multiplier, and a new top-tier award offers a 300 percent multiplier.

Performance reviews at these firms now include evaluation of AI-assisted work in addition to traditional output and collaboration measures. The goal is to determine whether AI functions as a productivity multiplier and improves work quality. Employees who produce peer-level output without AI assistance may appear less efficient under the new criteria.

A June 2025 Microsoft executive communication stated that AI use was no longer optional for managers. Google CEO Sundar Pichai delivered a similar message during an all-hands meeting that summer. S. MMBI Special Report 2026, 52 percent of middle-market executives expect moderate to significant hiring needs over the next year.

Companies in the $50 million to $1 billion revenue range are leading the hiring push while often lacking internal AI training programs.

2026 AI Impact Survey found CIOs and CTOs are five times more likely than COOs to say their workforce is ready to adopt AI. When strategy and operations teams operate from different assumptions, employees may face evaluation against expectations they lack resources to meet.

Managers are advised to redesign workflows before evaluating AI use, define role-specific criteria, establish baseline metrics, and align C-suite expectations ahead of the 2026 review cycle.