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:
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Core AI/ML: Utilizing TensorFlow, PyTorch, and Scikit-learn for robust model deployment.
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Generative AI & LLMs: Specialized in running Large Language Models using frameworks like LangChain and Ollama to build secure, on-device chatbots.
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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:
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Embedded Systems: Expertise in Arduino and Raspberry Pi.
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Cloud Sync: Seamlessly connecting edge nodes to AWS IoT, Google Cloud, and Azure for monitoring and updates.
3. Mobile & Immersive Edge Tech
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Mobile Apps: Native Android (Kotlin) and iOS (Swift) apps with integrated ML models.
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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:
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Interactive AI Avatars: Featuring real-time lip-syncing and communication via local LLMs.
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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:
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Languages: C++, Rust, Go, Python, Swift, Kotlin, and Java.
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DevOps: Robust CI/CD pipelines using Docker, Kubernetes, and Terraform to manage edge deployments at scale.
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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:
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Transparent Billing: We operate strictly on a time-and-materials basis. You only pay for the work performed, with invoices submitted daily or weekly.
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Flexible Engagement: Models ranging from 3 to 9 hours per day to suit your project’s evolving needs.
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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.
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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.
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Address: Khandve Complex, Yojana Nagar, Lohegaon – Wagholi Road, Lohegaon, Pune, Maharashtra, India – 411047
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Phone/WhatsApp: +91 9028850524
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Email: info@associative.in
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Website: https://associative.in
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Office Hours: 10:00 AM to 8:00 PM (Monday through Saturday)

