Appstree
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Solving real-world problems with the best tech stacks.

We engineer high-performance mobile and web apps built to scale.

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We design and build websites, mobile apps, and AI systems that work as hard as they look. Whether you're launching a product, automating workflows, or replacing a tired platform, one team takes it from sketch to live build.

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Services.

I need

    a mobile app 6–8 weeks

    Native Mobile Apps Built to Dominate the App Store

    Fluid, responsive iOS and Android apps with 60 FPS interactions, biometric auth, offline caching, and frictionless subscriptions that keep retention sky-high.

      Why Founders Rely on Appstree

      Real feedback from clients who trusted us with their core platforms.

      "Working with Muhammad Adil from Appstree has been exceptional. He guided the entire development process with clarity and professionalism. He coordinated the team seamlessly and ensured every phase stayed on track. The final product exceeded every expectation."

      BH

      Brennan Holloway

      Co-Founder, The Journeyman (TJM)

      "Three years ago, hiring Appstree was one of our best decisions. They didn't just build our app; they've grown with us, continuously maintaining and improving it. Their technical skills are deep, communication is clear, and security is built into everything."

      AJ

      Andrew Johnson

      Tech Team Lead, iAwhi

      "We love Appstree! They have top notch programmers for iOS, Android, web, and cloud. They are always quick to respond, timely, and incredibly efficient across every milestone."

      JR

      Justin Rashidi

      Manager, SeedX.us

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      Roddee PRO — Thailand's #1 AI-Powered Used Car Search & Real-Time Market Valuation Platform

      Thailand's used car market is notoriously fragmented across dozens of regional portals, social marketplaces, and independent dealership lots with volatile pricing and duplicate posts. Appstree architected and engineered Roddee PRO: an intelligent automotive search and valuation engine indexing 400,000+ monthly listings with automated computer vision classification, NLP specification parsing, and real-time fair market price comparisons.

      Services
      Multi-Source Web Crawling · AI Computer Vision · Real-Time Market Valuation · NLP Classification
      Industry
      AutoTech, Marketplace & FinTech Intelligence
      Platform
      iOS · Android · Next.js Web Platform
      Country
      Thailand
      Year
      2026
      Live URL
      https://www.roddee.pro

      Thailand's #1 used car platform. 400,000+ fresh listings powered by AI.

      The Challenge: Scattered listings, hidden pricing history, and misleading seller identities plagued Thai car buyers.

      Prospective buyers and dealership operators across Thailand spent hours manually scouring Facebook groups, classified forums, and dealer portals. Inconsistent vehicle descriptions, hidden mechanical histories, and untracked price drops made transparent vehicle comparison nearly impossible.

      Furthermore, distinguishing genuine private sellers from disguised dealerships was fraught with friction, leading to inflated prices, duplicate listing clutter, and missed deals for active buyers.

      The Solution: An AI-driven ingestion and valuation nervous system processing 20,000+ vehicle listings daily.

      Appstree engineered high-concurrency ingestion pipelines continuously monitoring Thailand's primary automotive marketplaces and social platforms. Specialized computer vision models inspect vehicle photos to identify exact make, model, generation, body style, and license plates.

      In parallel, fine-tuned NLP models extract prices, mileage, and trim packages from free-form Thai text, while an intelligent classification engine identifies seller profiles with 85% accuracy and dynamically flags listings priced above or below market average.

      Key Architectural Pillars

      Results & Outcomes: Thailand's largest searchable automotive database with 400K+ monthly listings and 85% seller classification accuracy.

      Roddee PRO has become Thailand's undisputed #1 used car search intelligence platform, processing over 20,000 listings every day and maintaining an active repository of over 5 million vehicle records.

      Dealers, buyers, and automotive lenders now pinpoint below-market deals within seconds of publication, driving thousands of daily inquiries with full pricing transparency.

      "Appstree engineered a truly remarkable data and AI architecture for Roddee PRO. The computer vision and pricing models effortlessly process tens of thousands of listings every day with zero downtime, giving Thai car buyers and dealers instant transparency they never had before."

      Engineering Lead, Roddee Technologies Inc.
      ENGINEERING BLUEPRINT & US DEPLOYMENT INDEX

      How Appstree engineered Roddee PRO — Problem, Stack & US Delivery.

      01 · PROBLEM SOLVED

      Operational Bottleneck Solved

      Prospective buyers and dealership operators across Thailand spent hours manually scouring Facebook groups, classified forums, and dealer portals. Inconsistent vehicle descriptions, hidden mechanical histories, and untracked price drops made transparent vehicle comparison nearly impossible.

      02 · ARCHITECTURE & TECH

      Architecture & Technology Execution

      Appstree engineered high-concurrency ingestion pipelines continuously monitoring Thailand's primary automotive marketplaces and social platforms. Specialized computer vision models inspect vehicle photos to identify exact make, model, generation, body style, and license plates.

      03 · VERIFIED OUTCOME

      Verified Production Impact

      Roddee PRO has become Thailand's undisputed #1 used car search intelligence platform, processing over 20,000 listings every day and maintaining an active repository of over 5 million vehicle records.

      TECHNOLOGIES & CAPABILITIES SHIPPED
      AutoTechAI & Computer VisionMarketplaceNLP ClassificationBig Data SearchMobile AppResponsive Next.js Web FlagshipiOS & Android Mobile ApplicationsDealer & Institution Analytics ConsoleAI Intelligence & Automotive Marketplace
      US & GLOBAL CLIENT DELIVERY FOOTPRINT
      🇺🇸 San Francisco & Los Angeles, CA🇺🇸 Austin, Dallas & Houston, TX🇺🇸 Miami & Orlando, FL🇺🇸 New York, NY🇺🇸 Chicago, IL🇺🇸 Seattle, WA🇺🇸 US Eastern, Central & Pacific Timezones
      TECHNICAL ARCHITECTURE & US ENGAGEMENT FAQ
      What core operational bottleneck did Appstree solve when engineering Roddee PRO?

      Prospective buyers and dealership operators across Thailand spent hours manually scouring Facebook groups, classified forums, and dealer portals. Inconsistent vehicle descriptions, hidden mechanical histories, and untracked price drops made transparent vehicle comparison nearly impossible. Appstree architected a production-grade system across iOS · Android · Next.js Web Platform that resolved these bottlenecks with 400K+ Fresh vehicle listings indexed monthly, 5M+ Historical vehicle listings database, 85% AI seller classification accuracy (Owners vs Dealers).

      Which technologies and architecture patterns were used to build and scale Roddee PRO?

      Appstree engineered Roddee PRO using AutoTech, AI & Computer Vision, Marketplace, NLP Classification, Big Data Search, Mobile App—combining low-latency data synchronization, resilient cloud infrastructure, and 60fps native/web interfaces tailored for AutoTech, Marketplace & FinTech Intelligence operations.

      Does Appstree build and scale similar AutoTech, Marketplace & FinTech Intelligence platforms for companies in the United States?

      Yes. Appstree partners with founders and enterprises across the United States (San Francisco, Texas, Florida, New York, and nationwide US timezones) to architect, build, and scale high-concurrency web platforms, custom restaurant systems, mobile apps, and AI workflows in 4 to 8 weeks.