development

High-Performance Edge AI Inference Solutions

Edge AI Inference: Real-Time Intelligence at the Source

In today's fast-paced digital landscape, waiting for cloud processing isn't always an option. Edge AI inference brings the power of machine learning directly to the devices where data is generated. At Associative, a premier software development firm headquartered in Pune, India, we specialize in bridging the gap between sophisticated AI models and physical reality.

By deploying AI models locally, we help businesses achieve lightning-fast response times, enhanced data privacy, and reduced bandwidth costs.

Why Choose Associative for Edge AI?

Established on February 1, 2021, Associative is a team of dedicated innovators and IT professionals. We are formally registered with the Registrar of Firms (ROF), Pune, and operate with unyielding transparency. We don't just write code; we build scalable digital realities.

Adobe Bronze Solution Partner
Official Reseller Partner of Strapi
Expertise in high-performance, low-latency systems

Our Edge AI & Machine Learning Capabilities

We unlock the power of data through intelligent systems designed for the "edge"—from mobile devices to industrial IoT sensors.

1. Core AI/ML Engineering

We utilize the robust Python ecosystem, including TensorFlow, PyTorch, and Scikit-learn, alongside Java libraries like Deeplearning4j to optimize models for edge environments. Our focus is on making complex neural networks light enough to run on local hardware without sacrificing accuracy.

2. Computer Vision & Image Recognition

Using OpenCV and custom 3D data processing, we develop Edge AI inference solutions for:

Real-time object detection and tracking.
Facial recognition and biometric security.
Automated industrial inspection.

3. IoT & Embedded Systems

We provide end-to-end solutions connecting embedded devices like Arduino and Raspberry Pi to cloud backends (AWS IoT), ensuring that critical inference happens locally while data insights are synced globally.

4. Innovation & R&D: NexusReal

Our flagship project, NexusReal: Intelligence Fused Reality, showcases our leadership in Edge AI. By combining Interactive AI Avatars with real-time communication and Gaussian Splatting, we create immersive experiences that process intelligence at the point of interaction.

Our Technical Stack for the Edge

To ensure your Edge AI inference is robust and scalable, we leverage a diverse landscape of technologies:

Languages: C++, Rust, Python, Go, and Swift (ideal for performance-critical edge tasks).
Mobile: Native Android (Java, Kotlin) and iOS (Swift, SwiftUI) for on-device mobile AI.
DevOps: Docker and Kubernetes for managing containerized AI models across distributed edge nodes.
Simulation: Professional testing using CARLA for autonomous vehicle AI inference.

Operational Excellence & Security

When you partner with Associative, you gain a collaborator committed to your intellectual property.

Strict Confidentiality: We adhere to rigorous NDAs and do not maintain a public portfolio to protect your competitive advantage.
100% Ownership: Upon project completion and final payment, you receive full ownership of the source code and IP.
Transparent Billing: We operate on a time-and-materials basis with daily or weekly invoicing, ensuring you only pay for the work performed.

Contact Us Today

Ready to implement high-performance Edge AI inference for your business? Let our Pune-based team of experts guide you through the complexity of the digital landscape.

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