AI-Powered Email Intake Automation Platform Built with Mendix

AI-Powered Email Intake Automation Platform Built with Mendix

Business Challenge

A leading global enterprise operating multiple Shared Service Centers faced growing complexity in handling high volumes of emails across regions and business functions. The organization relied heavily on manual mailbox monitoring, Outlook folders, and Excel trackers to manage work intake.

THE CHALLENGE
Missed or delayed requests
Duplicate handling of emails
No standardized SLA enforcement
Poor visibility for managers
Heavy reconciliation between Outlook and internal systems

The business needed a centralized, governed, and scalable platform to automate email-based request intake.

Business Requirements

The enterprise required a solution that could

Automatically convert emails into tracked requests
Classify and route requests using rules and AI
Enforce SLAs using regional business calendars
Provide dashboards for processors, managers, and admins
Reduce manual effort and reconciliation

Why Mendix Low-Code Platform

MXTechies selected the Mendix Low-Code Platform to deliver this complex, multi-region solution quickly and securely.

Rapid development for enterprise-scale programs

Rapid development for enterprise-scale programs

Native email connectors & schedulers

Native email connectors & schedulers

Seamless AI and GenAI integration

Seamless AI and GenAI integration

 Okta / Azure AD SSO support

Okta / Azure AD SSO support

Cloud-native Dev / UAT / Prod environments

Cloud-native Dev / UAT / Prod environments

Reusable components for onboarding hundreds of mailboxes

Reusable components for onboarding hundreds of mailboxes

These challenges created delays, reduced operational efficiency, and increased the risk of errors in tender management.

Solution Overview

MXTechies built an AI-enabled Email Intake Automation Platform using Mendix to manage the full lifecycle. The platform standardizes how email requests are captured, processed, and governed across regions and business lines

Email
Request
Classification
Routing
Processing
SLA
Closure
Reporting

Delivered Core Capabilities

Automated Email Intake

● Scheduler-based polling every 1 minute

● Reads from shared mailboxes

● Captures subject, body, CC, and attachments

● Ensures no email is skipped

Automatic Request Creation

● Every valid email creates a unique Request ID

● Spam and system emails go to reconciliation

● Attachments linked to each request

● SLA starts from email received time

Intelligent Classification & Routing

● Rule-based routing by region, process, and account

● GenAI classification using email content

● Auto-priority detection (Standard / Important / Critical)

● Exception queues for unmatched cases

SLA & Business Calendar Handling

● SLA based on shift timings & cut-off times

● Region-specific holidays and weekends

● Real-time SLA RAG indicators

● Pause/resume SLA on pending responses

Processor & Manager Workflows

● My Work / My Team dashboards

● Assign-to-me & bulk actions

● Reconciliation views

● Manager reports

AI Enhancements

● Email summarization

● Suggested responses

● Category & queue detection

● Priority inference

Traceability & Governance

● Full audit history

● SLA breach justification

● Duplicate detection

● Original email (.eml) download

Technologies Stack

Component & Technology

Low-Code Platform

Low-Code Platform

Authentication

Authentication

Email Integration

Email Integration

AI

AI

Database

Database

Environments

Scheduling

Scheduling

Mendix Scheduler

Reporting

Reporting

Mendix Scheduler

Environments

Environments

Business Impact

Operational Benefits Management Benefits Risk & Compliance Benefits
Reduced manual mailbox handling Real-time workload visibility Zero email loss
Faster turnaround time Proactive SLA breach control Full traceability
Accurate SLA enforcement Data-driven decision making Strong governance
Higher processor productivity Standardized operations Audit-ready operations
Platform stack and architecture of the multi-tenant legal application

Outcome

The platform successfully transformed hundreds of shared mailboxes into a single AI-powered, governed intake system, enabling

Scalable onboarding of new functions

Predictive analytics

Self-service reporting

Continuous automation

Why MXTechies

MXTechies is a Mendix Premier Partner delivering enterprise-grade low-code and AI solutions across industries. Our expertise in Mendix, AI integration, and Siemens ecosystem enables clients to modernize operations faster with confidence.

From Manual to Automated

If your operations still depend on emails and spreadsheets, it’s time to upgrade.

01

Start Small

Build a quick Proof of Concept to validate your idea.

02

Automate Fast

Use Low-Code + AI to streamline your workflows.

03

Scale Smart

Grow on a secure, future-ready platform.