Development

Edge AI Deployment (Running AI on Devices) Solutions

Edge AI Deployment: Running AI on Devices for Real-Time Intelligence

Bringing Visionary Intelligence to the Edge

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 specializing in transforming complex ideas into scalable digital realities. As a firm formally registered with the Registrar of Firms (ROF), Pune, we bridge the gap between advanced cloud intelligence and localized hardware through expert edge ai deployment (running ai on devices).

Why Deploy AI on Devices?

In today’s digital landscape, latency, privacy, and bandwidth are critical. By running AI models directly on local hardware—rather than relying solely on the cloud—businesses can achieve real-time processing, enhanced security, and significant cost efficiencies. Our mission is to guide you through these technical complexities with a client-centric approach built on honesty and open communication.

Our Edge AI & IoT Technical Expertise

Associative offers a comprehensive suite of services to ensure your AI models perform optimally in constrained environments.

1. Core AI/ML & Computer Vision

We unlock the power of data through intelligent systems designed for local execution.

Frameworks: Expertise in the Python ecosystem (TensorFlow, PyTorch, Scikit-learn) and Java libraries (Deeplearning4j).
Computer Vision: High-speed image recognition and analysis using OpenCV and custom 3D data processing for edge devices.
Generative AI: Implementing localized LLMs and chatbots using LangChain, Ollama, and Keras.

2. IoT & Embedded Systems

We build end-to-end solutions that connect physical hardware to intelligent backends.

Hardware Integration: Expertise in deploying AI on embedded devices such as Arduino and Raspberry Pi.
Cloud-Edge Hybrid: Seamlessly connecting local devices to AWS IoT, Google Cloud, and Azure for data synchronization and model updates.

3. NexusReal: Innovation in Fused Reality

Our flagship R&D project, NexusReal, represents the pinnacle of our Edge AI capabilities. We utilize Neural Radiance Fields (NeRFs) and Gaussian Splatting for realistic human cloning and interactive AI avatars with real-time lip-syncing—all powered by advanced AI deployment strategies.

Operational Excellence & Security

At Associative, we prioritize the protection of your intellectual property and project integrity.

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. To protect your competitive advantage, we do not maintain a public portfolio or share client projects.
Transparent Billing: We operate strictly on a time-and-materials basis. Invoices are submitted daily or weekly, ensuring you pay only for the actual development hours performed.
Flexible Engagement: Our developers offer variable engagement models, ranging from 3 to 9 hours per day, adapting to your project’s evolving needs.

Partner with Pune’s Leading AI Innovators

Whether you are building autonomous vehicle simulations using CARLA or deploying high-frequency trading bots, Associative is your partner for technical excellence.

Associative Address: Khandve Complex, Yojana Nagar, Lohegaon - Wagholi Road, Lohegaon, Pune, Maharashtra, India – 411047
Phone/WhatsApp: +91 9028850524
Email: info@associative.in
Office Hours: 10:00 AM to 8:00 PM (Monday through Saturday)
Website:https://associative.in