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OurServices & Products.

Ready-to-use AI for real-world applications.

From AI infrastructure and ML models to sensors, cameras, and robotics, DX Vision provides end-to-end solutions designed for seamless on-site implementation.

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Introducing

Application Areas & Use Cases

UrbanTree AI - street-tree inspection as a service

UrbanTree AI dashboard with inspection summary and a patrol-route map of detected street trees
  • Turn every patrol drive into an inspection: a 360° camera on an ordinary vehicle records the route, and the AI detects every street tree, flags the ones that need attention and ranks them for review.
  • A review dashboard built for road and park offices: map view, per-tree evidence photos, one-click confirm/reject, and a handover list for certified arborists, so paper ledgers and manual re-entry disappear.
  • Covers whole jurisdictions, not just sample routes: tens of thousands of trees per office, repeated after every typhoon season with full history per tree.
  • Monthly subscription with no hardware lock-in: pay per managed area, unlimited users, secure cloud or on-premises hosting, and expansion to road surfaces, signs and guardrails on the same platform.
Learn more about UrbanTree AI

Implementation process

From Assessment to Production

An end-to-end process designed for practical AI implementation.

  1. 01
    Weeks 1-3

    Diagnosis

    KPI definition, data inventory, and comprehensive current situation gap analysis.

  2. 02
    Weeks 3-8

    Infrastructure Development

    Collection, Integration, Quality, and Authority; plus AI-ready implementation of minimum viable datasets.

  3. 03
    Weeks 4-10

    Model & Application

    MLOps construction, Proof of Concept (PoC) to small-scale production, and full UI/workflow implementation.

  4. 04
    Ongoing

    Production Operation

    Continuous monitoring and proactive improvement, deployment of additional models, and regular reviews.

FAQs

Frequently Asked Questions

Any existing data format is fine to start with, such as CSV, database, images, videos, or sensor time series. We will perform the minimum configuration to make your system AI-Ready.

Yes. We deploy on major cloud platforms as well as on-premises or edge hardware when data residency, latency, or security requirements call for it.

Yes. Most engagements begin with a short diagnosis and a focused proof of concept, then scale to production only once the KPIs are confirmed.

Yes. Our solutions connect to existing SaaS tools, cameras, sensors, and robotics through standard APIs and protocols, so you can keep the systems you already use.