AHMEDABAD, INDIA – CMARIX, a global software development and technology solutions company, has expanded its AI Software Development and Data Engineering Services to help enterprises build, connect, and scale AI within the technology environments they already run.
The overall offering is structured so that AI development, integration, data engineering, machine learning, automation, and product engineering can be delivered through a single framework. This addresses a common challenge: integrating any AI initiative with existing data, applications, infrastructure, and systems. We support the entire journey, starting with POC to optimization.
“AI projects depend heavily on the quality of the data, infrastructure, and software systems supporting them. This expansion allows businesses to address these areas together. From preparing data and integrating AI models to developing intelligent applications and automating workflows, we can support organizations throughout the implementation journey.”Chirag Mudsa at CMARIX
Building AI-Powered Software
Our AI Software Development offering covers custom AI software, AI applications, generative AI, LLM development, and AI product development. For organizations exploring autonomous systems that perform tasks and integrate with business applications, we offer AI agent development, chatbots, natural language processing, computer vision, machine learning, and model fine-tuning.
Connecting AI to Existing Systems
Developing a model is only half the battle since integrating it with legacy systems and data is difficult. Our AI Integration services enable you to integrate AI with CRM, ERP, database, API, and cloud technologies. Our AI Consulting service helps you identify feasible use cases and create a roadmap, while our AI Proof of Concept and MVP let you test your idea before full implementation.
Data Engineering as the Foundation
An AI system is only as good as the data it relies on. Our data engineering solutions build and maintain pipelines, architectures, and infrastructure that enable analytics and AI. In addition, our data engineering solutions include Big Data development, MLOps, data governance, data science advisory, and business intelligence, so data preparation, deployment, monitoring, and governance work hand in hand.
From POC to Production
Many businesses start with a prototype; the real test is turning it into an operational system with real users, real data, and other applications. Our solution covers strategy, data engineering, development, integration, deployment, and management, all of which are important when working with enterprise legacy applications. Because security, access controls, and compliance are critical in production, we consider them at every stage of development across industries like healthcare, fintech, manufacturing, education, and retail.
About CMARIX
CMARIX is a global software development and technology solutions company based in Ahmedabad, India. We serve startups, SMEs, and enterprises across software, web and mobile, AI, data engineering, cloud, and DevOps.
Media and Partnership Inquiries
Email: biz@cmarix.com
Phone (USA): +1 415-704-4242
Phone (India): +91 800-005-0808