HR & Recruiting

Automating performance diagnostics and feedback timelines

AI guides managers through a structured performance framework, analyzes their documentation, and generates a performance feedback timeline to accelerate HR performance support.

Why the human is still essential here

HR still defines the framework, interprets context, and exercises judgment on employee performance situations. Managers and HR partners remain responsible for coaching, decisions, and communication.

How people use this

Review prep summaries

AI pulls prior feedback, goals, and manager notes into a structured summary so HR can start performance conversations with the key facts already organized.

Lattice AI

Feedback wording assistance

AI converts rough manager observations into clearer, more specific, and less biased feedback language before HR reviews it.

Betterworks AI

PIP timeline first draft

AI turns documented incidents, expectations, and checkpoints into a draft performance improvement timeline for HRBP review.

ChatGPT Enterprise / Claude

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Community stories (1)

Personal Story

I've been building an AI copilot for my HR work 🤖

I've been building an AI copilot for my HR work 🤖 . Not a chatbot. An actual system I point my Claude Code agent at everyday as my thought partner and assistant to help me get things done faster with higher quality judgment. And honestly? One of the most fun things I've worked on.

The idea was simple: stop rebuilding context in every chat. Turn my repeatable workflows into skills Claude just runs. Three favorite ones so far that have changed how I work 👇

📈 Performance Diagnostic: Guides managers through a structured and tailored performance framework, analyzes their documentation, and auto-generates a Performance Feedback Timeline that they can share with my PBP team. What used to be a 45-minute conversation now starts with a prompt.

🎯 Tone Matcher: I drop in raw thoughts: bullet points, brain dumps, half-formed ideas and it turns them into a message that actually sounds like me. The skill analyzed how I actually write and talk across hundreds of real messages. The output sounds like me on my best day.

⏰ End of Day Manager Review: Pulls from meeting notes, calendar, and Slack. Surfaces open threads and gives me feedback and coaching on how I did in minutes.

⚡ What makes it all work: Claude connectors + Zapier MCP. Claude talks directly to Google Drive, Slack, Calendar, Granola and many more so these aren't just prompts. They're connected, living workflows. The possibilities feel endless.

Being at Zapier, watching what my teammates are building every day is genuinely inspiring. It pushes me to keep experimenting and learning.
And yes, my claude agent wrote this post for me 😆

🧡 Who else has favorite workflows or skills they've built? Would love to hear what you're building!

PS. want to learn more about how Zapier and other companies are enabling this builder mindset across the whole company? Sign up for our AI Leaders Lab to hear more: https://lnkd.in/g6YJeQgV

Angie N.Global Director, People Business Partner & Employee Relations at Zapier

Apr 18, 2026