PySide6 Application
Desktop interface for office, management, and field coordination.
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Planned concept
Red River Restoration Operations Intelligence Platform
From first response to final payment, every project in one connected system. This planned portfolio build connects restoration project operations, claims, crews, equipment, financials, and executive dashboards.
Project summary
A connected platform for restoration work from intake to closeout.
- Industry
- Restoration contracting / field service
- Architecture
- PySide6 application -> SQLAlchemy -> PostgreSQL database -> Power BI dashboards
- Primary tools
- Python, PySide6, SQLAlchemy, PostgreSQL, Power BI, DAX
- Deployment model
- Planned multi-user staged portfolio build
- Purpose
- Project management, customers, claims, crews, equipment, work orders, financial tracking, and executive reporting
Application side
A multi-user operations system for active restoration jobs.
The planned application will centralize project intake, property records, damage assessment, scheduling, equipment, claims, daily work, and closeout activity in one PostgreSQL-backed operating system.
SQLAlchemy
Reusable application workflows and data access.
PostgreSQL Database
Centralized relational data model for multiple employees and computers.
Power BI Dashboards
Interactive performance reporting for leadership and operations.
Project & Job Management
Track each project from intake through completion with customer, property, service type, severity, status, priority, crew, dates, notes, and activity history.
Customer & Property Records
Maintain contact details, residential and commercial properties, insurance information, claim numbers, policy details, and prior restoration history.
Inspection & Damage Assessment
Document water, fire, smoke, mold, and storm classifications, affected areas, severity, readings, notes, recommended services, and estimated resources.
Scheduling & Crew Management
Coordinate schedules, crew assignments, employee availability, milestones, appointments, workload visibility, and scheduling conflict identification.
Equipment Tracking
Monitor air movers, dehumidifiers, air scrubbers, moisture meters, generators, specialty equipment, deployment dates, utilization, returns, and maintenance status.
Estimates, Costs & Financial Tracking
Connect estimates, labor, equipment charges, materials, subcontractors, insurance payments, customer payments, balances, revenue, and gross profit analysis.
Insurance & Claims Management
Track carriers, adjusters, claim numbers, claim status, estimated values, approvals, payments received, outstanding balances, and important deadlines.
Work Orders & Daily Activity
Record job notes, completed work, labor hours, installed or returned equipment, materials used, progress updates, and issues needing management attention.
Reporting side
Seven reporting views for restoration performance.
The BI plan turns operational data into management dashboards for current workload, profitability, claims, crews, equipment, customers, and service demand.
Executive Overview
Total revenue, gross profit, active projects, open estimates, completed projects, average project value, receivables, revenue trends, status distribution, and recent activity.
Project Performance
Projects by restoration type and status, duration, estimated versus actual completion, completion trends, backlog, attention flags, and on-time completion.
Financial Performance
Revenue over time, gross profit, gross margin %, estimated versus actual cost, revenue by service, project manager, insurance carrier, average value, and balances.
Claims & Insurance Analytics
Claims by carrier, approval rates, average claim value, outstanding insurance payments, payment turnaround, provider revenue, and delayed claims.
Crew & Operational Performance
Labor hours, crew utilization, employee workload, projects completed by crew, revenue supported by employee, completion time, overtime, and productivity.
Equipment Utilization
Equipment deployed, available equipment, utilization rate, equipment by project, average deployment duration, maintenance needs, and demand trends.
Customer & Market Insights
Residential versus commercial revenue, projects by service, repeat customers, customer locations, revenue by geographic area, seasonal trends, and average project value.
Dashboard preview
A darker field-operations look for high-pressure restoration work.
The teaser establishes a black, red, weathered-metal, and jobsite-gold palette with practical executive cards, project status, financial trend, and mobile visibility for active jobs.
Case-study status
What is ready now, and what still needs evidence.
- Status
- Planned concept / staged portfolio preview.
- Business type
- Fictional restoration contractor.
- Primary audience
- Owners and managers who need connected project, claim, crew, equipment, financial, and reporting visibility.
- Application stack
- PySide6, Python, SQLAlchemy, and PostgreSQL.
- Reporting scope
- Executive, project, financial, claims, crew, equipment, and customer-market dashboards.
- Planned evidence
- Working screens, database model, reporting pages, validation notes, and implementation details.
- Disclosure
- No real customer, claim, employee, property, or financial data is represented on this staged preview page.
Technology
Technologies planned for this project.
- Python
- PySide6
- SQLAlchemy
- PostgreSQL
- SQL
- Power BI
- DAX
- Git
- GitHub
- HTML
- CSS
- JavaScript
Need operations visibility from the first call to the final payment?
OCBS builds practical systems that connect workflow, data, and decision reporting around how the business actually runs.