Career Insight Agent (MVP)

Automate annual reviews with Agentic AI. Combines Human-in-the-Loop forms, AI sentiment analysis, and local automation to create HR reports.

Top Benefits

  • Reduces annual review processing time by 90% via Agentic orchestration.
  • Standardizes feedback analysis using a deterministic AI Sentiment Skill.
  • Eliminates manual data entry errors by automating Excel logging.
  • Enhances employee reports with AI-curated leadership coaching quotes.

Tasks

  • Captures and validates Human-in-the-Loop input via web forms.
  • Analyzes text sentiment using a specialized Generative AI Skill.
  • Fetches real-time data using REST API integration (ZenQuotes).
  • Logs structured data to Microsoft Excel with error handling.
  • Drafts formatted, confidential career letters in Microsoft Word.
Problem: HR managers spend countless hours manually reading, analyzing, and summarizing annual employee reviews. This process is slow, subjective, and prone to administrative burnout, leaving little time for meaningful strategic coaching. Solution: The Career Insight Agent is an Agentic Process that automates this workflow. It captures raw feedback via a Human-in-the-Loop web form, uses a specialized AI Skill to deterministically analyze sentiment, fetches leadership quotes via API, and orchestrates local bots to draft confidential Word reports and Excel logs. Value: - Speed: Reduces review processing time from ~20 minutes to under 30 seconds per employee. - Objectivity: Uses a dedicated AI Classifier to ensure consistent sentiment scoring. - Strategic Focus: Automates the administrative drafting, allowing HR to focus on the face-to-face conversation.

Setup process

Install

Download the AI Agent and follow the instructions to install it in your AAE Control Room.

Configure

Use the AI Agent in a bot, configure keys and other credentials the AI Agent will need (see the ReadMe for details.)

Run

That's it - now the AI Agent is ready to get going!

Requirements and Inputs

  • Automation 360 (Cloud or On-Premises) with AI Agent Studio enabled.
  • Microsoft Excel and Microsoft Word installed locally.
  • Internet access for API calls (ZenQuotes) and Model Connections.
  • A configured Model Connection (e.g., Agent 4.1 or OpenAI).
  • Employee Name (String).
  • Review Text (String).

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