Enterprise-Grade Edge AI Implementation Services

In the rapidly evolving digital landscape, processing data at the source is no longer just an advantage—it is a necessity for efficiency and security. Associative, a premier software development firm headquartered in Pune, India, specializes in edge AI implementation, helping businesses move intelligence from the cloud directly onto local devices.

Established in 2021, our team of dedicated innovators and IT professionals is passionate about transforming visionary ideas into scalable digital realities. We guide businesses through the complexities of on-device intelligence to drive growth and market leadership.

What We Offer in Edge AI Implementation

Deploying AI at the edge requires a deep understanding of both hardware constraints and algorithmic efficiency. Associative provides a one-stop-shop for businesses seeking to innovate at the intersection of AI and hardware.

1. Embedded AI & IoT Solutions

We bridge the gap between physical reality and digital intelligence. Our team builds end-to-end solutions that connect embedded devices to intelligent backends.

  • Hardware Expertise: Implementation on Arduino, Raspberry Pi, and specialized edge computing modules.

  • IoT Connectivity: Seamless integration with cloud backends like AWS IoT for hybrid edge-to-cloud architectures.

2. Optimized Machine Learning Models

Running AI on local devices requires lightweight, high-performance models. We utilize the latest frameworks to ensure your implementation is lean and fast:

  • Core Stack: Python (TensorFlow, PyTorch, Scikit-learn) and Java (Deeplearning4j).

  • Generative AI at the Edge: Specialized deployment of Large Language Models (LLMs) using LangChain and Ollama.

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

3. Specialized Industry Applications

Our edge AI implementation strategies are tailored for high-stakes environments:

  • Autonomous Systems: Professional simulations using CARLA for vehicle testing.

  • AR/VR Integration: Development for Apple Vision Pro and Meta Quest using ARKit and ARCore.

  • Financial Intelligence: Algorithmic trading bots and real-time data visualization.

Innovation & R&D: NexusReal

Associative remains at the forefront of the industry through our flagship project, NexusReal: Intelligence Fused Reality. This platform showcases our capability to bridge digital intelligence and physical reality through:

  • Interactive AI Avatars with real-time communication via LLMs.

  • Realistic Human Cloning using Neural Radiance Fields (NeRFs) and Gaussian Splatting.

  • Advanced Industrial Visualization for media and manufacturing.

Why Choose Associative?

We operate with unyielding transparency and a client-centric approach, ensuring your intellectual property is protected every step of the way.

  • 100% IP Ownership: Upon project completion and final payment, you receive full ownership of the source code and IP.

  • Strict Confidentiality: We adhere to rigorous NDAs and maintain a “No Portfolio” policy to ensure your projects remain proprietary.

  • Official Accreditations: We are an Adobe Bronze Solution Partner and an Official Reseller Partner of Strapi.

  • Flexible Engagement: Our variable engagement model (3 to 9 hours per day) allows us to scale with your project’s evolving needs.

  • Transparent Billing: We operate strictly on a time-and-materials basis, with invoices submitted daily, weekly, or by milestone.

Contact Information

Ready to implement intelligence at the edge? Let’s bring your vision to life.

  • Address: Khandve Complex, Yojana Nagar, Lohegaon – Wagholi Road, 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 – Saturday)

Expert Edge AI Implementation & On-Device Intelligence