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TR Dev

AI-first custom software development. We build ERP systems, web & mobile apps, and cloud infrastructure for businesses ready to scale with intelligent technology.

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    Case Studies

    Real Results from Real Clients

    See how we have helped businesses transform their operations with custom software, AI-powered platforms, and data-driven solutions.

    Consulting / AI Platform

    Building the Digital Platform Powering Strategic Simulation Exercises

    Client: U.S.-based consulting & training organization
    Focus: Security cooperation, resilience & crisis management
    Challenge: Manual coordination via emails, spreadsheets, and static folders
    Next.jsOpenAI APIPostgreSQLReal-time WebSockets

    The Situation

    The client specializes in simulation-based training programs that help governments and private organizations prepare for complex geopolitical and operational challenges. Their exercises relied on manual coordination, making it difficult to scale or maintain real-time control during multi-day, multi-player tabletop exercises (TTXs). They needed a flexible, secure digital platform where participants and exercise controllers could collaborate dynamically.

    What We Built

    Player Portal

    • Access to exercise resources, documents, images, videos & external links
    • Built-in chat & email for player-to-player communication
    • Structured task & submission modules for scenario responses

    Administrative Portal

    • Real-time dashboard to manage players & monitor activity
    • MSEL tool to schedule, trigger & modify scenario events live
    • AI-assisted chat & email responders (OpenAI) for context-aware replies
    • Automated performance scoring engine for objective player ratings

    Impact

    Zero
    Manual tracking of tasks or resource requests
    Real-Time
    Situational control with live event injection
    AI-Powered
    Automated scoring & after-action analytics
    Multi-Exercise
    Scaled to high-profile international simulations
    Enterprise / Analytics

    Automating a Survey & Analytics Platform for Fortune 1000 IT Teams

    Client: IT performance consulting firm
    End Users: Fortune 1000 companies with large IT teams
    Challenge: Heavy manual work, slow survey execution, difficult onboarding
    PythonSQLTableauExcel Automation

    The Situation

    The client had a proprietary survey and analytics product designed for Fortune 1000 companies to assess and improve IT performance. Organizations used it to capture stakeholder feedback, track performance with actionable data, and prioritize initiatives that drive business value. However, the backend processes were largely manual -- dashboard queries required hand-editing for each client, data entry was error-prone, and onboarding new team members took approximately three months.

    What We Built

    • Database optimization with automated functionality replacing manual processes
    • Query optimization for faster dashboards with auto-populated calculated fields
    • Dashboard automation -- Tableau dashboards auto-populate per client per survey
    • Redesigned client intake form with Excel tool, navigation bar, and backend integration
    • Comprehensive technical documentation & SOPs for rapid team onboarding

    Impact

    ~80%
    Reduction in manual work across the platform
    ~70%
    Reduction in data processing time via client-driven intake
    Days
    Survey execution (was weeks), enabling more surveys & revenue
    Productivity / SaaS

    Task Management System MVP for Workflow-Driven Teams

    Type: Custom task management application
    Focus: Efficient task handling within a specific workflow
    Challenge: No off-the-shelf tool matched the team's unique workflow requirements
    DjangoReact.jsDockerPostgreSQL

    The Situation

    The team needed a task management system tailored to their specific workflow, but existing solutions could not accommodate their unique processes for task creation, assignment, and monitoring. Clear visibility into task statuses was critical, and close collaboration between the project manager and development team was necessary to define the exact workflows and project structures.

    What We Built

    • Django backend with ORM for robust data handling, business logic, and scalability
    • React.js frontend delivering a responsive, user-friendly interface
    • Task creation, assignment, and real-time status updates with full visibility
    • Notifications, threaded discussions, and collaborative tools integrated into the workflow
    • Docker-based deployment for consistent, reliable production environments

    Impact

    Custom
    Workflow-specific task management replacing generic tools
    Real-Time
    Task status visibility with instant notifications
    Scalable
    Django ORM ensuring data integrity as the team grows
    Healthcare / ERP

    Custom ERP System for a UK-Based Pharmaceutical Trading Company

    Client: Pharmaceutical trading company, United Kingdom
    Teams: Distributed across 4 countries
    Challenge: Excel-based tracking with no off-the-shelf ERP matching their unique model
    PHPMySQLCustom ERPData Migration

    The Situation

    The company relied on Excel to track purchase orders, invoices, and expenses. As the business grew with teams across four countries and a unique inventory-free model of purchasing and selling products, existing off-the-shelf ERP solutions could not accommodate their specific workflows. They needed a centralized system that preserved their exact business model and process flows while providing real-time analytics.

    What We Built

    • PHP-based custom ERP designed from scratch via iterative client sessions
    • Retained existing business model, process flows, and document templates (invoices, POs)
    • Extensive business analytics customized to their specific operational needs
    • Full data migration from existing Excel-based system with verified integrity
    • Phase-wise implementation with comprehensive employee training

    Impact

    4 Countries
    Unified under one centralized platform
    Enhanced
    Data integrity, controls, and business transparency
    Fast
    Employee adoption through phase-wise rollout and training
    Construction / Integration

    Unified Project Management Solution for an HVAC Installation Company

    Client: HVAC installation company
    Data Sources: QuickBooks, Procore, Google Sheets
    Challenge: Disconnected data across multiple platforms with no single view
    Google AppScriptRailz APIProcore APIQuickBooks

    The Situation

    The company wanted a comprehensive project management view combining financial data from QuickBooks, project management data from Procore, and project updates from Google Sheets. With limited technical resources, integrating data from all these sources into a single system without building a full custom ERP was a significant challenge. They needed project insights, costing, profits, and change orders visible in one place.

    What We Built

    • Integrated QuickBooks Desktop via Railz Platform for consolidated financial data
    • Procore API integration for project status, timelines, and milestones
    • Google AppScript custom functions for automated data collection and analysis
    • Custom dashboards and reports for project insights, costing, profits, and change orders

    Impact

    3 Sources
    QuickBooks, Procore & Sheets unified in one view
    Automated
    Data collection replacing manual copy-paste processes
    Better
    Decision-making with accurate, up-to-date project data
    Your Story Here?
    Every business we work with has a unique situation, but the patterns are often similar.

    If you are dealing with operational challenges, disconnected systems, or need custom software, you are not alone. Let us talk about how we can help.

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    Ready to Write Your Success Story?

    Let us discuss your situation and see if we are the right fit to help transform your operations with custom software.

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