Project Overview

I designed an AI agent that reads incoming emails and converts them into concise, WhatsApp-friendly summaries.

Problem

We faced a growing challenge with the volume of emails our team received daily and the time it took to distill key information. Users reported that long threads, irregular formatting, and multiple recipients made it easy to miss critical action items. The lack of a reliable, scalable method to summarize content reduced response times and increased cognitive load for decision-makers. Our goal was to shorten triage time while preserving context and accuracy across diverse email topics.

The absence of a standardized summarization workflow led to inconsistent outputs and increased the risk of misinterpretation. We needed a system that could adapt to different domains, detect intent, and generate concise summaries without losing nuance. We explored existing tools but found them insufficiently transparent, limiting our ability to audit decisions or customize summaries for each team's needs. To bridge these gaps, we began outlining a targeted AI agent that could operate within email platforms. learn more about practical design considerations.

Solution

We built an AI Email Summarization Agent that attaches to the inbox workflow and produces digestible highlights for each thread. The system parses messages, resolves participants, and extracts actionable items, decisions, and timelines. We implemented a layered approach: a fast preview summarizer for quick triage, followed by a deep-dive summarizer for completeness, with human-in-the-loop validation for high-stakes content.

We also introduced domain-aware templates and adjustable verbosity settings to tailor outputs to engineering, sales, and operations teams. The agent preserves thread context, attaches source references, and supports export to common formats. By embedding this capability within the existing collaboration tools, we lowered adoption friction and enabled teams to reclaim minutes per day without sacrificing accuracy.

Information Extracted

Sender
Subject
Main message
Key points
Action required
Deadline
Meeting date
Priority
Important links

Result

The agent helps users understand long emails quickly and identify actions that require immediate attention.

AI Email Summarization Agent Implemented