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AI automation & web engineering agency. We help businesses replace manual work with intelligent, AI-driven systems.

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Property ManagementReference Solution

PropManager AI

Tenant intake workflows, maintenance ticket triage, and automated technician scheduling.

PythonOpenAI GPT-4oFastAPINext.jsPostgreSQL

Project Specifications

Duration

3 Months

Team Size

2 Developers

Launched

2025 Launch

🔵

Status

Reference Solution

🖥 Product Gallery
Tenant portal maintenance dashboard
Tenant portal maintenance dashboard
Screen 1 of 2

Tenant portal maintenance dashboard

Case Study

The Narrative

An executive deep dive tracing operational objectives, challenge landscapes, and delivery outcomes.

IndustryProperty Management
Timeline3 Months
Team Size2 Developers
Launch Year2025 Launch
Status🔵 Reference Solution

01 / Project Overview

PropManager AI is a tenant and landlord platform that coordinates maintenance request sorting, contractor assignments, and rental reminder communications.

02 / Business Challenge

Property managers struggled to handle emergency maintenance tickets after business hours, causing delayed response times and higher repair costs.

03 / Objectives

Automate tenant maintenance requests triage and technician scheduling, cutting intake response times by 70% and providing 24/7 booking assistance.

04 / Our AI Solution

We built an SMS gateway and tenant assistant that classifies repair details from tenant photos/text, rates urgency levels, and dispatches service alerts to contractors.

05 / Implementation Journey

We implemented an SMS text/photo gateway that feeds into GPT-4o classification prompts, categorizes tenant inquiries (plumbing, electrical), and registers matching service contractors.

06 / Business Outcome

Accelerated emergency response times from hours to minutes, automated triage for 70% of tickets, and reduced administrative phone workloads.

Engineered Value

Core System Features

Custom engineered software nodes mapping specific operational problems to engineering resolutions.

Triage Assistant

Uses language models to classify tenant text and photos into plumbing, heating, or electrical categories.

Business ValueCuts response delays by analyzing and categorizing maintenance issues from photos.

Automated Contractor Dispatcher

Alerts matching technicians when urgent repairs are flagged.

Business ValueEnsures prompt repairs by notifying available service specialists.

Rent Notification Engine

Pushes payment reminders and billing updates to tenant accounts automatically.

Business ValueDecreases late payments by scheduling rent updates automatically.
System Execution

System Architecture

Data pipeline flow maps showing inputs translating down through vector stores and execution API layers.

1

Tenant Message Service API

Processes text uploads and routes request tickets.

2

Triage Classification Node

Analyzes inputs to assign category tags and priority indicators.

3

Operations Console

Next.js portal for landlords to review tickets, message tenants, and assign contractors.

Project Outcome

Results & Impact

Measurable performance metrics and operational throughput scaling indicators registered post-launch.

Reference Solution Benchmark

Accelerated emergency response times from hours to minutes, automated triage for 70% of tickets, and reduced administrative phone workloads.

OUTCOME LEDGER: PSX-PROP-2026ACTIVE SYSTEM
70%Faster Maintenance Intake
✓Saved 30 Property Manager Hours/Month
100%Automated Triage Routing
24/7Tenant Triage Helpline

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AI Advantage

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AI Agents•Knowledge Systems•Workflow Automation
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