Introducing CalibrateAI — an AI-powered assistant for engineering managers and tech organizations to simplify performance reviews, support calibration, and supercharge feedback.


Performance reviews are broken.

They’re time-consuming, inconsistent, and often miss the nuance needed for fair, actionable feedback. Calibration drags on for weeks, adding stress to already overextended managers.


How It Works

1. Connect Your Tools

Pull context from GitHub, Jira, Google Docs, and more.

We fetch and organize data across your workflows — PRs, issues, docs, and feedback — so you don’t have to.

2. Intelligent Performance Summaries

AI-generated reports that surface impact and prompt focused feedback.

See what’s working, where support is needed, and draft reviews in minutes — not hours.

3. Calibrate with Confidence

Map performance to your career ladder, spot growth areas, and stay consistent.

No more second-guessing during calibrations. Just clear, aligned evaluations.


Key Benefits

Save days of effort
per review cycle

Consistent evaluations across teams

Drive clarity and alignment with career levels


Use Cases

  • For Engineering Managers: Speed up reviews and calibrations

  • For ICs: Self Reviews backed by data to support your career growth

  • For Directors/VPs: Implement performance standards in your organization


Join our early access program

Be the first to try CalibrateAI and simplify your next review cycle.

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