---
title: "Grading automation agent — Jaydee Bernardo"
description: "An AI assistant that automates grading, records results, and flags what needs attention."
canonical_url: "https://jdbernardodev.site/work/education-agent"
meta:
  "og:description": "An AI assistant that automates grading, records results, and flags what needs attention."
  "og:image": "https://jdbernardodev.site/og-image.png"
  "og:image:alt": "Jaydee Bernardo — AI systems that automate real work."
  "og:image:height": "630"
  "og:image:width": "1200"
  "og:title": "Grading automation agent — Jaydee Bernardo"
  "twitter:image": "https://jdbernardodev.site/og-image.png"
---

> Index of every page on this site: [llms.txt](https://jdbernardodev.site/llms.txt)

[← All work](https://jdbernardodev.site/#work)

● \~/work/education-agent

AI agentEducation client name withheld

# Grading automation agent

An AI assistant that automates grading, records results, and flags what needs attention.

5x

faster grading workflow (estimate)

## Problem

Manual grading and record-keeping consumed time, and important follow-ups were easy to miss.

## Stack

- AI agent workflow
- Automation
- Notifications
- Data recording

## Flow

1. 01Automated the grading workflow from submission to recorded result.
2. 02Generated summaries and flagged items for the teacher to review.
3. 03Sent notifications when a student needed attention.

## Logs

sample run — synthetic events

09:14:02grade submitted → rubric matched → result recorded

09:14:07low confidence on item 4 → teacher notified

09:14:11report updated → 28 students complete

## Outcome

- ✓Up to 5x faster grading workflow (owner estimate).
- ✓Fewer manual errors and missed follow-ups.
- ✓More time returned to teaching.

[← CRM-aware property assistant](https://jdbernardodev.site/work/real-estate-agent) [MT5 operations agent →](https://jdbernardodev.site/work/mt5-agent)

next step

Have a workflow that needs an agent?

[**Start a project **](https://jdbernardodev.site/#contact)

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```

## Sitemap

See the full [sitemap](https://jdbernardodev.site/sitemap.md) for all pages.