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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.

Services

  • Custom Software Development
  • Web & Mobile Apps
  • Infrastructure & DevOps
  • AI Services

Industries

  • Construction
  • Healthcare
  • Marketing
  • Hospitality
  • Contractors & Trades
  • Professional Services

Company

  • About Us
  • Case Studies
  • Contact

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    AI-First Development

    AI That Actually Works for Your Business

    We build custom AI solutions -- from intelligent chatbots and RAG pipelines to full AI agents and workflow automation. Not off-the-shelf wrappers, but purpose-built AI that understands your data, your processes, and your industry.

    Discuss Your AI ProjectSee Capabilities

    Beyond the Hype

    Most businesses know AI can help, but they're stuck between expensive enterprise platforms that do too much and simple ChatGPT wrappers that do too little. We build the middle ground -- custom AI solutions tailored to your specific workflows, connected to your actual data, and designed to deliver measurable ROI.

    Our approach: Start with the business problem, then find the right AI solution -- not the other way around.

    What We Build

    End-to-end AI solutions from concept to production

    Custom Chatbots & AI Assistants
    Intelligent conversational interfaces for customer support, internal help desks, and domain-specific Q&A.
    • Customer-facing support bots
    • Internal knowledge assistants
    • Multi-channel deployment (web, Slack, Teams)
    • Context-aware conversation management
    RAG Pipelines & Knowledge Bases
    Connect AI to your proprietary data -- documents, databases, and internal systems -- for accurate, grounded responses.
    • Document ingestion & vector search
    • Hybrid search (semantic + keyword)
    • Source attribution & citations
    • Automatic re-indexing pipelines
    AI Agents & Autonomous Workflows
    Multi-step AI agents that can reason, plan, and take action across your systems -- not just answer questions.
    • Tool-calling & function execution
    • Multi-agent orchestration
    • Human-in-the-loop approval flows
    • Guardrails & safety controls
    AI Integrations
    Embed intelligence into your existing tools and workflows without replacing what already works.
    • CRM & ERP AI enrichment
    • Email & document classification
    • Intelligent data extraction (OCR + LLM)
    • API-first AI microservices
    Intelligent Search & Discovery
    Replace basic keyword search with AI-powered semantic search across your content and data.
    • Semantic search engines
    • Product recommendation systems
    • Content similarity matching
    • Multi-modal search (text, images, documents)
    Document AI & Content Generation
    Automate document processing, generate reports, and create content with AI that understands your business context.
    • Automated report generation
    • Contract & invoice processing
    • Summarization & key point extraction
    • Template-driven content automation

    Our AI Technology Stack

    We are model-agnostic and use the best tool for each job

    LLM Providers

    OpenAIAnthropicGoogle GeminiMistralLlama

    Frameworks

    LangChainVercel AI SDKLlamaIndexCrewAIAutoGen

    Vector & Search

    PineconepgvectorWeaviateQdrantElasticsearch

    Infrastructure

    AWS BedrockAzure AIVercelDockerGPU Clusters

    Our AI Development Process

    1

    Discovery & Data Audit

    We map your workflows, assess your data readiness, and identify where AI delivers the highest impact.

    2

    Proof of Concept

    We build a working prototype with your real data in weeks, not months. You see results before committing to full development.

    3

    Production Build

    Scalable, secure, production-grade AI systems with proper evaluation, monitoring, and guardrails built in.

    4

    Iterate & Improve

    AI gets better with use. We continuously monitor performance, retrain models, and refine outputs based on real usage data.

    AI Use Cases by Industry

    Real examples of how we apply AI across the industries we serve

    Construction

    AI-powered cost estimation from historical data, automated RFI routing, intelligent document classification, and predictive project risk alerts.

    Healthcare

    Patient intake chatbots, medical record summarization, appointment scheduling assistants, and HIPAA-compliant AI documentation.

    Marketing

    Content generation pipelines, audience segmentation, campaign performance prediction, and automated reporting dashboards.

    Hospitality

    Guest experience chatbots, dynamic pricing models, review sentiment analysis, and operational forecasting for staffing and inventory.

    Contractors

    Bid analysis assistants, material cost prediction, subcontractor matching, and automated compliance document generation.

    Enterprise Security

    Every AI solution includes data privacy controls, role-based access, audit logging, and compliance with industry regulations (HIPAA, SOC 2, etc.).

    Why Custom AI Over Off-the-Shelf?

    Your Data, Your Advantage

    Generic AI tools give everyone the same answers. Custom AI trained on your data gives you a competitive edge no one else has.

    Fits Your Workflow

    We build AI that slots into how your team already works -- no changing processes to fit a tool. The AI adapts to you, not the other way around.

    Measurable ROI

    We define success metrics before we write code. Every AI solution comes with clear KPIs so you know exactly what value it delivers.

    Ready to Put AI to Work?

    Book a free AI strategy session. We will assess your data, map out the highest-impact opportunities, and show you what is possible -- no obligation.

    Book Your AI Strategy Session