Development

Legacy TensorFlow Support & Migration Services

Legacy TensorFlow Support & AI Optimization Services

In the rapidly evolving landscape of Artificial Intelligence, maintaining stability while embracing innovation is a significant challenge. At Associative, headquartered in Pune, India, we provide specialized legacy TensorFlow support to ensure your established machine learning models continue to deliver value without technical debt or performance bottlenecks.

As a premier software development firm established in 2021, our team of dedicated innovators and IT professionals bridges the gap between older AI infrastructures and the future of intelligent systems.

Why Choose Associative for Legacy TensorFlow Support?

Technology moves fast, but your core business logic shouldn't break because of a version update. We specialize in the Python ecosystem, specifically focusing on:

Version Maintenance: Providing stability for models built on TensorFlow 1.x and early 2.x versions.
Dependency Management: Resolving conflicts between legacy TensorFlow code and modern Python libraries or hardware drivers (CUDA/cuDNN).
Optimization: Enhancing the performance of existing models through Scikit-learn, Keras, and Deeplearning4j integration.
Seamless Migration: When you are ready to evolve, we facilitate the transition from legacy codebases to modern frameworks like PyTorch or updated TensorFlow distributions.

Our AI & Machine Learning Expertise

Our "Core AI/ML" division is built to handle the full lifecycle of data-driven systems:

Core Ecosystems: Mastery of TensorFlow, PyTorch, and Scikit-learn.
Generative AI & LLMs: Expertise in LangChain, Ollama, and Keras for building next-generation chatbots and content tools.
Computer Vision: Image recognition and analysis using OpenCV and 3D data processing.
NexusReal R&D: Our flagship project involving Interactive AI Avatars and realistic human cloning using NeRFs and Gaussian Splatting.

A One-Stop-Shop for Digital Innovation

Beyond AI support, Associative offers a comprehensive portfolio to ensure your legacy systems integrate perfectly with modern interfaces:

Cloud & CMS: Specialized in Strapi, Adobe Experience Manager (AEM), and complex web applications.
Mobile Development: Native (Android/iOS) and Cross-Platform (Flutter/React Native) solutions.
Enterprise Solutions: Custom CRM/ERP integrations including Salesforce, Odoo, and ERPNext.
Blockchain & Web3: Smart contract development and decentralized ecosystem support.

Operational Excellence & Transparency

We believe in a client-centric approach built on honesty and unyielding transparency.

Full IP Ownership: Upon project completion, you retain 100% ownership of the source code and IP.
Strict Confidentiality: We operate under rigorous NDAs and do not maintain a public portfolio to protect your proprietary technology.
Flexible Billing: We operate on a time-and-materials basis with daily or weekly invoicing, ensuring you only pay for the work performed.
Post-Launch Support: Every project includes a 7-day complimentary support period to ensure a smooth transition.