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.