Custom Edge AI Development Services

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Custom Edge AI Development Services

Unlock real-time intelligence with custom Edge AI solutions from GenAI Protos. From smart devices to drones and factory floors, we help you bring AI to life—right where it matters most.

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Intelligent Solutions at the Edge. Real-Time Performance. Real-World Impact.

At GenAI Protos, we help you bring the power of AI where it’s needed most—on the edge. Whether it’s on a factory floor, inside a delivery drone, or powering smart devices in the field, our Custom Edge AI Services enable businesses to run intelligent models directly on local hardware with low latency, high reliability, and minimal connectivity dependency.
We specialize in building, optimizing, and deploying AI applications on edge devices for real-time insight, automation, and decision-making at scale.

Solving Modern Edge Challenges

  • Limited compute and memory on edge devices
  • High latency or bandwidth restrictions in remote environments
  • Difficulty optimizing large models for real-time inference
  • Lack of internal expertise with embedded or edge-friendly AI frameworks
  • Complex sensor integration and real-world deployment constraints
  • Regulatory and privacy concerns around cloud-based processing

What We Deliver

  • Edge AI Use Case Definition & Feasibility

    Identify high-impact use cases, assess technical fit, and define optimal deployment architecture.

  • Custom Edge Model Development

    Design and train compact, efficient models specifically optimized for constrained hardware environments.

  • Model Compression & Quantization

    Shrink and accelerate your AI models through pruning, quantization, and knowledge distillation techniques.

  • Sensor & Hardware Integration

    Integrate AI workloads with real-time feeds from cameras, sensors, or IoT devices.

  • Edge Deployment Architecture Design

    Define scalable, secure, and remotely manageable deployment topologies using edge orchestration platforms.

  • Cross-Platform Optimization

    Optimize for NVIDIA Jetson, Raspberry Pi, ARM Cortex, Intel Movidius, and other edge platforms.

  • Offline & On-Device Inference

    Build models that run locally—without needing constant cloud connectivity.

  • Real-Time Processing Pipelines

    Design pipelines for event detection, anomaly tracking, and signal classification in milliseconds.

Your Benefits

  • Enable real-time intelligence in environments where latency matters
  • Reduce cloud dependency and cut down infrastructure costs
  • Enhance data privacy by processing locally on-device
  • Scale intelligent capabilities across remote or distributed locations
  • Avoid model performance bottlenecks with edge-specific optimization
  • Build solutions that are robust, efficient, and field-tested

Our Work Portfolio

We bring automation, frameworks, and AI-native thinking to help your team do more with less—and do it better.

  • Factory Floor Defect Detection

    Real-time image-based quality control using edge cameras

  • Retail Footfall Analysis

    Smart vision analytics running on-store devices with no cloud delay

  • Healthcare Wearable Monitoring

    On-device AI for early anomaly detection in biosignal streams

  • Fleet Vehicle Edge Systems

    In-vehicle processing for driver behavior analysis and live alerts

  • Drone-Based Object Recognition

    Low-latency object detection optimized for in-flight decisioning

  • Smart Agriculture Edge Systems

    Soil condition, crop health, and irrigation control via local AI

  • IoT Device Intelligence

    Embedded AI on microcontrollers for predictive maintenance and alerting

  • Energy Infrastructure Monitoring

    Edge-based anomaly detection in substations and power systems

Why GenAI Protos?

  • Deep Edge & AI Integration Expertise

    We specialize in bridging the gap between modern AI and real-world hardware systems.

  • Built for Low-Latency, High-Reliability Environments

    We deliver performant models that work in unpredictable, resource-constrained settings.

  • Hardware-Aware Optimization

    We tailor our solutions for your specific edge deployment stack—ARM, GPU, FPGA, or ASIC

  • End-to-End Solution Ownership

    From use case definition to on-device testing, we build and ship complete solutions

  • Trusted by Enterprise Innovators

    We’ve delivered advanced AI solutions for leading clients in retail, manufacturing, energy, and logistics

Ready to Build, Optimize, and Deploy at the Edge?

Unlock real-time intelligence with custom Edge AI solutions from GenAI Protos. From smart devices to drones and factory floors, we help you bring AI to life—right where it matters most.