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Reduce MLOps costs and speed up Edge AI Vision deployment with integrated device & data management, seamless extensibility for custom model support, and a ready-to-use library of computer vision models.

A Complete, Scalable, and Extensible Edge AI Platform

Partners

Mininghub
AngloAmerican
Cubo
Qualcomm

dtLabs AIOS is a scalable Edge AI platform that simplifies building and maintaining AI solutions

Our all-in-one platform combines prebuilt computer vision AI models, device management, data pipelines, and streamlined MLOps so you can implement, expand, and maintain Edge AI solutions with minimal effort and maximum ROI. dtLabs AIOS drastically reduces your costs and complexity, letting you launch and scale Edge AI applications faster than ever—without the usual headaches.

Key Benefits

Flexibility
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Cost Reduction
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Unlimited Solutions

Build and deliver AI-powered computer vision analyses that meet your clients' needs in minutes, easily through AIOS.

Digital Twins

Digital Twins

Optimize railway operations by monitoring car loading times and get accurate estimation of train departure clearance times.

Workplace safety

Workplace safety

Ensure worker safety with PPE detection, monitoring of areas of interest, and real-time alerts.

Quality Control

Quality Control

Improve production with automatic defect detection, integration with PLCs, and accurate code reading.

Smart Retails

Fire and Smoke Detection

Automatically detect the presence of fire and smoke, shortening response times and avoiding damages

Asset Traceability

Productivity Monitoring

Increase operational efficiency with analysis of useful and non-useful work time.

Access control/Facial recognition

Access control

Ensure secure access with facial recognition technology and real-time monitoring.

Automatic vehicle license plate reading

Automatic License Plate Reading (ALPR)

Automate vehicle identification with accuracy and speed for greater efficiency.

Volumetry

Volumetry

Calculate volumes accurately to optimize resource and space management.

Automatic package sizing

Automatic package sizing

Realize automatic cubing, accurate package concentration and efficient code reading.

Asset traceability: barcode reader

Asset traceability

Use advanced barcode scanning to track and manage assets, improve inventory accuracy, reduce human errors and enhance real-time visibility.

Package counting

Package counting

Control package counting accurately to optimize your logistics operations.

PE Detection

PPE Detection

Ensure worker safety with PPE detection, monitoring of areas of interest, and real-time alerts.

Fall Detection

Fall Detection

Instantly identify falls and send alerts for quick and effective responses.

Object Removed

Missing Objects Detection

Automatically detect removed objects and enhance the security of your spaces.

Loitering

Loitering Detection

Detect suspicious behavior with continuous monitoring of critical areas

Abandoned Object

Abandoned Object

Detect unattended objects and increase the security of your environments.

People Flow vc. Forklift

People and Forklift Flow

Optimize operations by monitoring the traffic of people and equipment on-site.

Parked Time/Plate

Parking Monitoring

Correlate license plates and parking duration to monitor the usage of your parking spaces.

Crowding

Crowding

Detect and manage crowd formations to enhance safety and event control in various locations.

Vehicle Re-identification across Multiple Cameras

Vehicle Re-identification (ReID)

Track vehicles through multiple cameras with precision and intelligence, increasing safety and logistical efficiency.

Vehicle going the wrong way

Vehicle going the wrong way

Automatically identify vehicles traveling in the wrong direction to prevent accidents and improve road safety.

Lane Change

Lane Change

Automatically identify lane changes on highways, optimizing traffic flow and ensuring greater safety.

Vehicle Counter

Vehicle Counter

Advanced technology for accurate vehicle counting, facilitating traffic analysis and urban mobility management.

Forensic Analysis

Forensic Analysis

Intelligent solution for visual forensic analysis, identifying details and tracking events in public areas.

Parking Space Detection

Parking Space Detection

Automate parking monitoring with real-time tracking and asset control, ensuring operational efficiency.

Vehicle Classification

Vehicle Classification

Automatic identification of vehicles for quick and efficient analysis.

Car on the shoulder

Car on the shoulder

Detect vehicles on the shoulder to improve safety and manage incidents.

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    Who is dtLabs AIOS For?

    Startups & Development Teams

    • Accelerate MVPs & Prototypes: Quickly build proofs of concept with our ready-to-use AI models.

    • Developer-Friendly APIs: Seamlessly integrate custom features, orchestrate data pipelines, and automate deployment.

    • Professional Services: Need extra help? Our team can assist with integration, customization, or even full-time project support—so you can focus on product innovation rather than AI complexities.

    • Scale on Demand: Validate your market quickly, then grow from a single device to hundreds without overhauling your infrastructure.

    System Integrators & Manufacturers​

    • Robust Device Management: Simplify deployments across multiple sites or product lines with centralized monitoring and over-the-air updates.

    • Customizable Architecture: Tailor the platform to fit specific hardware requirements, from low-power edge devices to high-capacity servers.

    • Professional Services & Dedicated Teams: We offer custom integrations, specialized workflows, and the option to allocate dtLabs experts on a full-time basis according to your project’s needs.

    • Faster Project Delivery: Speed up deployment timelines and reduce complexity, letting you focus on value-added services rather than low-level AI logistics.

    Companies expanding Their Offerings with AI

    • Add AI-Powered Features: Enhance current products and services with computer vision, audio analytics, or other intelligent capabilities.

    • Minimal Overhead: Save on in-house MLOps resources by leveraging our ready-to-use models, best practices, and expert support.

    • Professional Services for Ongoing Innovation: Tap into dtLabs’ specialists to handle integrations, custom model development, and continuous improvements—up to a dedicated team for large-scale projects.

    • New Revenue Streams: Differentiate in the market with advanced AI insights, elevating both customer satisfaction and business growth.

    Ready to Transform Your Business?

    Discover the power of AIOS and see how it can revolutionize your business. Contact us today to learn more!

    Get in touch

    Features

    Seamless Device Interaction & Monitoring

    Effortlessly manage and monitor all your edge devices from one centralized dashboard.

    • No-Code Deployment & Viewer – Build and visualize pipelines through an intuitive interface.
    • Fleet Management – View real-time stats for each device, via web or API.
    • Remote SSH Console – Troubleshoot and update devices without on-site visits.
    • Get notifications for unusual events, like missing feeds or abnormal bandwidth usage.

    Flexible Model Integration​

    Easily customize AI pipelines to suit your specific needs.

    • Custom Model Deployment – Plug in your own detectors or architecture (e.g., Hugging Face) directly into the pipeline.
    • Local I/O API – Integrate device-side logic for unique processing requirements.
    • Hybrid Edge-Cloud – Offload computationally heavy tasks to the cloud while retaining real-time inference on the edge.

    Easy Data Connectivity

    Streamlined integrations for your broader data ecosystem.

    • API Integration – Send real-time pipeline outputs to your existing cloud or on-prem services.
    • Database Output – Export inference data to SQL, NoSQL, or time-series databases for analytics and dashboards.

    Built-In Functions & Libraries

    Accelerate development by leveraging ready-to-use components.

    • RTSP Ingestion – Natively handle real-time video feeds.
    • Detection & Tracking – Pre-assembled modules for object recognition and tracking.
    • Pre-Trained Model Library – Access a catalog of common vision models to speed up R&D.
    • Multi-Camera Calibration – Synchronize multiple video sources seamlessly.
    • Search & Clip – Generate event-based clips automatically.
    • Advanced Reasoning – Use built-in algorithms to reduce development overhead.

    Rapid Solution Development

    Build advanced Edge AI solutions quickly and at scale

    • No-Code Interface – Rapidly create solutions with a visual pipeline builder.
    • JSON Pipelines – For advanced customization, define and version pipelines using simple declarative files.

    Data Labeling & Model Management

    Otimize the full AI vision lifecycle, from data acquisition to retraining

    • Direct Data Upload – Seamlessly capture relevant frames or images from your pipelines.
    • Versioned Labeling – Track label revisions for precise dataset evolution.
    • Export & Retrain – Download labeled data for continuous improvement or external training.
    • One-Click Deployment – Convert updated models for edge execution with minimal hassle.
    • Pre-Labeling – Accelerate annotation tasks with AI-assisted labeling.

    Robustness & Security

    Keep mission-critical applications running with confidence

    • Automatic Failover – Recover from system crashes and resume pipelines without manual intervention.
    • Advanced Certifications – AIOS was designed to meet.

    Manual Triaging & Continuous Improvement

    Refine your models and processes over time

    • Review & Feedback – Easily inspect inference results, identify errors, and fine-tune your models for better performance.

    Our services

    Implementation, Customization and Dedicated R&D Support for Edge AI.

    dtLabs goes beyond providing a powerful Edge AI platform. We also offer professional services designed to ensure your solutions are delivered on time, on budget, and tailored to your exact needs.

    Implementation & Integration

    Short on resources or time? Let our experts handle setup, integration, and configuration of dtLabs AIOS. We’ll make sure it aligns seamlessly with your existing infrastructure, enabling faster go-to-market.

    Custom Development

    Need advanced features, specialized workflows, or unique AI vision models? Our dedicated R&D team can research, design, and build precisely the functionalities you require, so you get a solution that perfectly matches your use case.

    Dedicated Team & Ongoing Support

    For organizations seeking long-term collaboration, we offer dedicated teams that act as an extension of your engineering group. From continuous improvement and troubleshooting to feature enhancements, we ensure your Edge AI initiatives run smoothly at all times.

    Every business is unique, and so are our solutions!

    Find the ideal solution for your needs! Our team is ready to assist startups, system integrators, and companies looking to expand with AI. Contact us and discover how we can customize a solution for you.

    Get in touch

    About Us

    dtLabs was founded to make AI accessible, scalable, and efficient for businesses of all sizes. With deep expertise in computer vision, embedded systems, and real-time data processing, we built AIOS—an Edge AI platform that reduces the cost and complexity of deploying intelligent solutions.

    Beyond our platform, we offer professional services for custom development, architecture design, and dedicated R&D support, ensuring seamless integration and long-term success. Our mission is to enable frictionless AI innovation, helping companies unlock new opportunities, cut costs, and accelerate growth. Let’s build the future of Edge AI together.

    Our articles

    Explore our articles on cutting-edge technologies, innovative methods, and industry trends. Dive into expert insights and stay ahead in your field.

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    Who is
    DT Labs?

    We’re an R&D firm challenging traditional approaches by getting to better solutions, faster. Our mission is to develop technology to push humanity further.

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    Our Technologies

    AI & Machine Learning
    Unlock the future with intelligent solutions. We deliver seamless, innovative solutions that drive efficiency, enhance customer experience and simplify operations.
    Learn more
    Robotic Engineering
    Empowering you to lead the way in Robotic Innovation. Our team of highly skilled robotic engineers combines cutting-edge expertise with a passion for pushing boundaries.
    Learn more
    AR, VR, and XR
    Immerse yourself in the future of interactive experiences. We deliver captivating augmented reality (AR), virtual reality (VR), and extended reality (XR) solutions that blur the lines between the digital and physical worlds, creating engaging and immersive experiences.
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    Computer Vision
    Extract meaningful information from images and videos. Backed by 10+ years of experience building software for startups and enterprises, our team of researchers and engineers delivers tailored computer vision software development services.
    Learn more

    Explore our exceptional services

    Research & Development

    We act as your outsourced R&D department, working with your existing teams to solve technical challenges, develop new technology and intellectual property. Our team of academics and engineers have a vast R&D expertise, and it's focused on keeping your company up to date with the state-of-art of technology.

    Computer Vision

    Extract meaningful information from images and videos. Backed by 10+ years of experience building software for startups and enterprises, our team of researchers and engineers delivers tailored computer vision software development services.
    View more

    AR, VR and XR

    Immerse yourself in the future of interactive experiences. We deliver captivating augmented reality (AR), virtual reality (VR), and extended reality (XR) solutions that blur the lines between the digital and physical worlds, creating engaging and immersive experiences.
    View more

    Robotic Engineering

    Empowering you to lead the way in Robotic Innovation. Our team of highly skilled robotic engineers combines cutting-edge expertise with a passion for pushing boundaries.
    View more

    AI & Machine Learning

    Unlock the future with intelligent solutions. We deliver seamless, innovative solutions that drive efficiency, enhance customer experience and simplify operations.
    View more

    Who is DT Labs?

    We’re an R&D firm challenging traditional approaches by getting to better solutions, faster. Our mission is to develop technology to push humanity further.

    Years of Experience
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    Countries With Satisfied Clients
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    Hours Of R&D services
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    0 m+
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    ecoation
    zudello
    vermeer
    nvidia
    "DT Labs team provides stellar Research and Development services helping us to develop and build new lines of products and technologies pushing the state-of-art AI and Computer Vision"
    Brian Streem
    Brian StreemCEO, Vermeer
    "DT Labs integrates seamlessly with our teams. They have earned our trust by excelling in communication, delivery and focusing on results helping us on developing technically challenging and amazing products"
    Maryam Antikchi
    Maryam AntikchiCEO, Ecoation
    "The AI models created by DT Labs in all cases outperformed our technology at the time and often performed better than human AP staff taking with fewer errors and faster decisions. At this point in time, very few documents now need any human review at all"
    Neville Woller
    Neville WollerCEO, Zudello

    Research & Development

    We act as your outsourced R&D department, working with your existing teams to solve technical challenges, develop new technology and intellectual property. Our team of academics and engineers have a vast R&D expertise, and it’s focused on keeping your company up to date with the state-of-art of technology.

    Learn More

    Semi-Automatic 3D data annotation using Structure from Motion (SfM) to create large scale datasets

    Take a deep dive into using Structure from Motion (SfM) to supercharge 3D Machine Learning dataset annotation, enhancing the quality and...
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    Exploring multi-camera multi-object tracking: Techniques, challenges, and real-World applications​

    Learn more about Multi-camera multi-object tracking (MCMOT), an advanced technique that leverages multiple cameras to track multiple objects simultaneously in complex...
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