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Custom AI Recommendation Engines & Intelligent Software Solutions

Welcome to Associative. We are a premier software development firm headquartered in Pune, Maharashtra, India. Since establishing our operations on February 1, 2021, we have been dedicated to transforming visionary ideas into scalable digital realities.

As a registered firm with the Registrar of Firms (ROF), Pune, we operate with unyielding transparency. Our mission is to guide businesses through the digital landscape using high-performance technologies and data-driven strategies.

Building High-Performance AI Recommendation Engines

In today's digital economy, personalization is not a luxury—it is a necessity. At Associative, we leverage our deep expertise in Artificial Intelligence and Machine Learning to build sophisticated AI recommendation engines that drive growth, increase retention, and optimize user experience.

Whether you operate an e-commerce platform, a media streaming service, or a content-rich portal, our engineering team crafts algorithms that put the right content in front of the right user at the right time.

Our Technology Stack for Recommendation Systems

We utilize a powerful ecosystem of tools to build predictive models and collaborative filtering systems:

Core AI/ML: We architect robust engines using the Python ecosystem (TensorFlow, PyTorch, Scikit-learn) and Java libraries (Deeplearning4j).
Generative AI Integration: We enhance standard recommendations with Generative AI and Large Language Models (LLMs) using frameworks like LangChain, Ollama, and Keras to create conversational discovery tools.
Data Processing: We handle the massive datasets required for accurate recommendations using SQL (PostgreSQL, Oracle) and NoSQL (MongoDB, Redis, DynamoDB) solutions.

Comprehensive Digital Innovation

While we specialize in AI, our expertise spans the full product lifecycle. As an Adobe Bronze Solution Partner and an Official Reseller Partner of Strapi, we provide end-to-end support for your platform.

Web & CMS Solutions We integrate recommendation engines into complex web applications and CMS platforms.

Headless CMS: Strapi, Contentful, Sanity.
E-Commerce: Adobe Commerce, Magento Open Source, Shopify, BigCommerce.
Frameworks: React, Next.js, Angular, Vue.js, and Python (Django/Flask).

Mobile Application Development We bring personalized experiences to mobile devices via Native (Android/iOS), Cross-Platform (Flutter/React Native), and Progressive Web Apps (PWAs).

R&D and Innovation: NexusReal Our capability to handle complex data is demonstrated by our flagship R&D project, NexusReal. This platform bridges digital intelligence and physical reality using interactive AI Avatars, Neural Radiance Fields (NeRFs), and Gaussian Splatting—proving our ability to work with the most advanced AI technologies available.

Why Partner with Associative?

Uncompromising Transparency

Work Structure: We operate Monday through Saturday.
Billing: We work strictly on a time-and-materials basis. You only pay for the work performed, with invoices submitted daily, weekly, or on a milestone basis.
Flexible Engagement: Models range from 3 to 9 hours per day to suit your project velocity.

100% IP Ownership & Confidentiality Your algorithms and data are your most valuable assets.

Strict NDAs: We adhere to rigorous non-disclosure agreements.
No Public Portfolio: We do not share your project to protect your Intellectual Property.
Full Ownership: Upon project completion and final payment, you receive 100% ownership of the source code and IP.

Start Your Project

We are a project-based development company ready to build your custom AI recommendation engine. While we do not offer fixed-bid contracts due to the dynamic nature of software development, we provide general estimates based on our extensive experience.

Contact Us 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