Programmatically integrating GenAI services, including LangChain, LangGraph, RAG, MCP is essential for any future-oriented business that aims to unleash new efficiency levels and capability streams. SOFTECH, the software development company from Cluj, Romania is strategically helping its customers to integrate GenAI services in their systems and processes.
Eight years after our first AI tech initiatives, we are proud to bring at your service proficient teams of GenAI tech integration. In the following lines we will explain why your business should benefit from this new technology wave and how our programmers can enhance the business value.

The AI Technology Premises Explained
“By 2025, our software developers have made a major shift in their working model. With the help of agentic AI, our way of developing software at SOFTECH is radically different!” declares Dr. László Barabás – our CTO. He continues: “We are able to actually create software that integrates various GenAI services. Just to give an example, we can now smoothly integrate different models provided by Azure AI Foundry and programmatically use this new generation tech stack: LangGraph, RAG – Retrieval Augmented Generation, ReACT modus, MCP – Model Context Protocol and other novel tools.”
“What I would like to emphasize for our customers and partners, is that we are thrilled of the capabilities contained within the agentic AI universe. The fact that the AI agent also performs other tasks besides code creation is a massive opportunity to exploit. The AI agent can create tests and test suites, automatic reviews and corrections, increasing the velocity of any software development process. In business terms this translates into accelerated development, cost-effective automations, enterprise-ready AI solutions and high scalability.” – concludes Dr. László Barabás, CTO.
Why Programmatic GenAI Integration in Your Business?
After talking to our CTO, our expert developers and some of our customers, we have noted the major benefits that programmatic GenAI integration can bring to any modern business, especially for specialized tech businesses.
When custom AI agents are directly connected to your existing business apps and specific workflows, they can rapidly:
- Fetch and process data from multiple sources;
- Instantly interact with your APIs, digitalized business systems and third-party tools;
- Produce actionable insights, in real time;
- Keep humans-in-the-loop;
- Exploit your stored business knowledge;
- Provide accurate and reliable output;
- And excute a high volume of tasks across different software platforms.
And the list above could be extended, depending on your specific industry and business size. In order to give a few examples, we propose to go through some of our portfolio verticals:
- For the finance and banking, GenAI is a game changer capable of enhancing customer services, detecting frauds, extracting patterns and analyzing high volume of data related to risks.
- For the AEC – Architecture, Engineering and Construction businesses, GenAI shifts the entire working model to a more real-time solution output, accurate integration of country specific standards and field-related parameters.
- For manufacturing, GenAi integration simplifies operations, automates complex tasks, increases prediction capabilities, explores alternatives during disruptions and handles a high-amount of manufacturing data, on various platforms.
- For energy sector, GenAI integration will turn into augmented predictive maintenance, optimized large-scale processes, real-time errors and interruptions detection, effective energy use both at individual and industrial scale.
- For automotive, programmatic GenAI integration can shift the focus to the in-car user experience with enhanced safety, comfort, predictive maintenance, real-time interactions and communications.
- For smart home solutions providers, GenAI integration upgrades the home automation system beyond programmable routines. The context-aware intelligence tools raise the bar of home security, predictive maintenance, energy management and optimized comfort.
- For B2B logistics, GenAI technology is the breakthrough in the ordeal of supply chain optimization processes. Automatically connecting demand with supply it will be one of the most impacted industries in the following couple of years.
- For security systems, GenAi is the virtual guard on 24/7 service thanks to the real-time threat detection capabilities, the rapid anomalies detection, real-time security system or errors detection, predictive maintenance of private and public buildings.
The essence is to keep in mind that the correct use of AI technologies can only augment the power of custom software development for your organization.
How can SOFTECH Help Your Organization Thrive in the New AI Era?
Our trained team of software developers can help your IT and core operations management team to swiftly harness the benefits of agentic AI. We can design and develop relevant and ready-to-use applications built upon LLM-based functionalities.
The use of frameworks such as LangChain, LangGraph, Retrieval-Augmented Generation (RAG) architecture and of Model Context Provider (MCP) enables the development of custom AI agents, specialized for your specific field of activity.
- LangChain is a framework that enables developers to build reliable AI agents, unlocking powerful AI into production. It allows effective connection of LLMs .
- LangGraph is the framework that help us design agents that handle complex tasks in real-time, also capable of planning and collaboration.
- RAG – Retrieval Augmented Generation is the technique that will increase the reliability of domain specific AI agents, by using proprietary knowledge and documents.
- (MCP) – Model Context Provider is the open-source standard that will connect AI apps to your tool set allowing them to access information, but also to take actions.
In order to make the first steps towards integrating GenAI in your business processes, we invite you to describe in an e-mail what you think that the AI agent should help you with and we will analyze your request.
In case you already have clear list of requests and specifications, we will be glad to meet you online or offline and send our customized service offer.
Our direct contact address: contact@softech.ro