Edge AI Deployment: Running AI Directly on Your Devices

The future of intelligence isn’t just in the cloud—it’s at the edge. Associative, a premier software development firm based in Pune, India, helps businesses transition from latency-heavy cloud dependencies to high-performance Edge AI deployment.

By running AI on devices, we enable real-time processing, enhanced data privacy, and significant bandwidth savings, transforming how your hardware interacts with the world.

Why Deploy AI at the Edge?

Traditional AI often relies on sending data to remote servers, causing delays and security risks. Our team of innovators and IT professionals specializes in bringing intelligence directly to the source.

  • Zero Latency: Immediate decision-making for time-sensitive applications like autonomous systems and industrial IoT.

  • Enhanced Privacy: Sensitive data stays on-device, ensuring regulatory compliance and client confidentiality.

  • Offline Functionality: Your AI remains operational even in areas with limited or no internet connectivity.

  • Cost Efficiency: Reduce cloud processing fees by handling complex computations locally.

Our Edge AI & IoT Technical Expertise

At Associative, we bridge the gap between embedded systems and advanced machine learning. Our expertise covers the full product lifecycle:

1. Embedded Systems & IoT Integration

We build end-to-end solutions connecting embedded devices to intelligent backends.

  • Hardware Platforms: Arduino, Raspberry Pi, and specialized Edge AI hardware.

  • Cloud Connectivity: Seamlessly sync Edge data with AWS IoT, Google Cloud, or Azure when needed.

2. Core AI/ML & Computer Vision

We unlock the power of on-device data through:

  • Frameworks: Utilizing TensorFlow Lite, PyTorch, and Scikit-learn for optimized model deployment.

  • Computer Vision: Real-time image recognition and 3D data processing using OpenCV.

  • Generative AI: Implementing Large Language Models (LLMs) locally using frameworks like Ollama and LangChain.

3. Mobile Edge Intelligence

We bring the power of AI to the devices your customers use every day:

  • Native & Cross-Platform: High-performance AI integration for Android (Kotlin/Java), iOS (Swift), and Flutter.

  • Core ML & TensorFlow: Optimized on-device inference for mobile applications.

Innovation & R&D: NexusReal

Associative is at the forefront of AI research with our flagship project, NexusReal: Intelligence Fused Reality. This platform demonstrates our capability in:

  • Interactive AI Avatars: Real-time communication via LLMs.

  • Neural Radiance Fields (NeRFs): High-fidelity human cloning and industrial visualization.

Why Partner with Associative?

We operate with unyielding transparency and a client-centric approach. When you choose us for your Edge AI deployment, you benefit from:

  • 100% IP Ownership: Upon project completion and final payment, you own the source code and all intellectual property.

  • Strict Confidentiality: We adhere to rigorous NDAs and do not maintain a public portfolio to protect your proprietary innovations.

  • Transparent Billing: We operate on a time-and-materials basis, providing daily or weekly invoices so you only pay for the work performed.

  • Adobe & Strapi Partners: Our technical excellence is validated by our status as an Adobe Bronze Solution Partner and Official Strapi Reseller.

Contact Our Pune Headquarters

Ready to bring intelligence to your hardware? Let’s transform your visionary ideas into a scalable digital reality.

  • Address: Khandve Complex, Yojana Nagar, Lohegaon – Wagholi Road, Pune, Maharashtra, India – 411047

  • Phone/WhatsApp: +91 9028850524

  • Email: info@associative.in

  • Office Hours: Monday – Saturday, 10:00 AM to 8:00 PM

Edge AI Deployment & On-Device AI Solutions