Edge AI Implementation Services | On-Device Intelligence

Expert Edge AI Implementation: Driving On-Device Intelligence

Welcome to Associative, a premier software development firm headquartered in Pune, Maharashtra, India. Established on February 1, 2021, we are a team of dedicated innovators and IT professionals focused on transforming visionary ideas into scalable digital realities.

In the era of instant data, Edge AI implementation is no longer a luxury—it is a necessity. By running AI models directly on local devices, we help businesses eliminate latency, reduce bandwidth costs, and ensure maximum data privacy.

Comprehensive Edge AI & IoT Solutions

Associative offers a one-stop-shop for businesses seeking to innovate at the edge. We bridge the gap between complex digital intelligence and physical hardware.

1. Artificial Intelligence & Machine Learning

We unlock the power of data through intelligent systems optimized for device-level execution:

  • Core AI/ML: Utilizing TensorFlow, PyTorch, and Scikit-learn for robust model deployment.

  • Generative AI & LLMs: Specialized in running Large Language Models using frameworks like LangChain and Ollama to build secure, on-device chatbots.

  • Computer Vision: Real-time image recognition and analysis using OpenCV for industrial and commercial applications.

2. IoT & Hardware Integration

Our end-to-end solutions connect embedded devices directly to intelligent backends:

  • Embedded Systems: Expertise in Arduino and Raspberry Pi.

  • Cloud Sync: Seamlessly connecting edge nodes to AWS IoT, Google Cloud, and Azure for monitoring and updates.

3. Mobile & Immersive Edge Tech

  • Mobile Apps: Native Android (Kotlin) and iOS (Swift) apps with integrated ML models.

  • AR/VR & Simulation: Developing for Apple Vision Pro and Meta Quest, including professional simulations using CARLA.


Innovation & R&D: NexusReal

At the heart of our Edge AI implementation strategy is our flagship project, NexusReal: Intelligence Fused Reality. This platform demonstrates our ability to bridge digital intelligence and physical reality through:

  • Interactive AI Avatars: Featuring real-time lip-syncing and communication via local LLMs.

  • Neural Radiance Fields (NeRFs): Realistic human cloning and Gaussian Splatting for advanced visualization at the edge.


Our Technology Stack for the Edge

We utilize a massive landscape of technologies to ensure the right tool is used for every specialized environment:

  • Languages: C++, Rust, Go, Python, Swift, Kotlin, and Java.

  • DevOps: Robust CI/CD pipelines using Docker, Kubernetes, and Terraform to manage edge deployments at scale.

  • Databases: High-performance SQL and NoSQL (Redis, MongoDB) for local data caching and management.


Operational Excellence & Transparency

We operate with unyielding transparency and regulatory compliance, being formally registered with the Registrar of Firms (ROF), Pune.

The Associative Advantage:

  • Transparent Billing: We operate strictly on a time-and-materials basis. You only pay for the work performed, with invoices submitted daily or weekly.

  • Flexible Engagement: Models ranging from 3 to 9 hours per day to suit your project’s evolving needs.

  • 100% Ownership: Upon project completion and final payment, you receive full ownership of the source code and IP. We retain no rights to your work.

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


Contact Us Today

Ready to bring your Edge AI vision to life? Our team in Pune is ready to build your next-generation digital solution.

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

  • Phone/WhatsApp: +91 9028850524

  • Email: info@associative.in

  • Website: https://associative.in

  • Office Hours: 10:00 AM to 8:00 PM (Monday through Saturday)

Edge AI Implementation Services | On-Device Intelligence

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