AI frameworks define how models are trained, optimized, and deployed. The choice of framework affects model performance, maintainability, and integration options. We work across multiple frameworks to match organizational environments, data constraints, and project goals.
We use TensorFlow and PyTorch for model training and fine-tuning. We work with LangChain and vector databases to support retrieval-based reasoning. We implement OpenAI, Anthropic, and other LLM APIs when external inference is appropriate. When data sensitivity or regulatory requirements demand it, we deploy models in private or on-premise environments.
The goal is to build systems that are reliable, explainable, and easy to maintain.
We begin with the dataset and the task: classification, forecasting, summarization, retrieval, or structured output. We select the framework based on expected model size, training requirements, deployment environment, and performance constraints. We validate results using real-world examples, not synthetic benchmarks. If the model is deployed internally, we implement monitoring, logging, and retraining workflows.
The system is introduced gradually to ensure trust and stability.
TensorFlow — production-ready training and inference pipelines
PyTorch — research, prototyping, and advanced fine-tuning
LangChain — retrieval and orchestration for LLM agents
OpenAI / Anthropic APIs — external inference and instruction-based models
Private LLM deployments (self-hosted or on-premise)
Vector Databases (FAISS, Pinecone, Weaviate, Chroma)
Designing Language Models That Understand Your Business. Large language models are powerful, but generic models often fall short when it comes to industry vocabulary, internal processes, or data privacy requirements. Building Language Models Aligned to Your Business Needs At FortySeven Software Professionals, we create and refine language models tailored to your organization. Our goal is…
Artificial intelligence is transforming how organizations operate, make decisions, and compete. However, AI Strategy & Consulting only delivers meaningful impact when guided by a clear and well-structured strategy, such as predictive maintenance and service automation. Empowering Your Business with Tailored AI Strategies We help you identify where AI can provide the most value and how…
Applications and assets often need to interact across multiple blockchains. Cross-chain systems rely on secure messaging, state verification, and predictable failure handling. Enabling Seamless Interactions Across Blockchain Networks We collaborate with interoperability frameworks, bridging protocols, and custom routing logic to support multi-chain operations, such as chain integration moving stablecoin liquidity between Ethereum and Polygon and…
Our development process is the natural evolution of a software process to support today’s changing business environment. We believe that every project should be dealt with a fresh approach. Our industry knowledge allows us to deliver solutions that solve business challenges in 40+ industries. Working closely with you, we define your needs and devise effective automation tool concepts, knowing how to implement these concepts and integrate them according to your specific needs.
FortySeven Software Professionals is a leading European based software development, IT staffing, IT outsourcing and IT consulting company (certified with ISO 27001, ISO 9001). We help companies from F500 and startups to fulfill missing expertise for short-term and long-term projects.
