Edge AI Inference: Localized Intelligence for Real-Time Performance

In an era where split-second decisions define market leadership, Edge AI inference is the key to unlocking true digital potential. By processing data directly on local devices rather than relying solely on centralized cloud servers, businesses can achieve ultra-low latency, enhanced privacy, and reduced bandwidth costs.

Associative, a premier software development firm headquartered in Pune, Maharashtra, India, specializes in bridging the gap between digital intelligence and physical reality. Established in 2021, our team of dedicated innovators and IT professionals is committed to transforming your visionary ideas into scalable, high-performance Edge AI realities.

Our Expertise in Edge AI Inference

At Associative, we unlock the power of data through intelligent systems tailored for the network edge. Our comprehensive AI and Machine Learning capabilities include:

  • Core AI/ML Frameworks: We utilize the Python ecosystem (TensorFlow, PyTorch, Scikit-learn) and Java libraries (Deeplearning4j) to build robust inference models.

  • Computer Vision: Implementing real-time image recognition and analysis using OpenCV and custom 3D data processing for immediate on-device action.

  • Generative AI & LLMs: Specializing in Large Language Models using frameworks like LangChain, Ollama, and Keras to deploy localized chatbots and content generation tools.

  • IoT & Embedded Systems: We provide end-to-end solutions connecting embedded devices like Arduino and Raspberry Pi to cloud backends (AWS IoT), ensuring seamless inference at the hardware level.

Innovation & R&D: NexusReal

Our flagship project, NexusReal: Intelligence Fused Reality, stands at the forefront of Edge AI research and development. This platform demonstrates our capability to execute complex inference tasks in real-time, including:

  • Interactive AI Avatars with synchronized lip-syncing.

  • Real-time communication powered by localized LLMs.

  • Realistic Human Cloning using Neural Radiance Fields (NeRFs) and Gaussian Splatting for media and industrial visualization.

Why Partner with Associative?

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

  • Strategic Partnerships: We are an Adobe Bronze Solution Partner and an Official Reseller Partner of Strapi, ensuring your edge solutions are built on world-class foundations.

  • Transparent Operations: We work strictly on a time-and-materials basis with daily, weekly, or milestone billing. You only pay for the work performed.

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

  • Confidentiality: We adhere to strict NDAs. To protect your competitive advantage, we do not maintain a public portfolio or share client projects.

Technical Stack for Edge Excellence

Our team utilizes a massive landscape of technologies to ensure the right tool is used for every Edge AI challenge:

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

  • Cloud & DevOps: Expert management of AWS, Google Cloud, and Azure using Docker, Kubernetes, and Terraform for robust CI/CD pipelines.

  • Game Engines & Simulation: Expertise in Unreal Engine 5 and Unity, including CARLA for autonomous vehicle testing simulations.

Get Started Today

Connect with our Pune-based team to explore how Edge AI inference can drive growth and efficiency for your organization.

Associative 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 – Saturday)

Edge AI Inference Solutions | Scalable Real-Time Intelligence