Softotic
Capabilities

AI & Machine Learning Solutions

End-to-end AI and ML solutions—from data pipelines and model training to production API deployment.

Discuss this service

What this capability covers.

We build intelligent systems that learn, adapt, and automate. From NLP-powered document processing and recommendation engines to computer vision and predictive analytics, our AI team delivers models that create measurable business value. We use Python, FastAPI, PyTorch, TensorFlow, and scikit-learn, with Redis for caching and vector databases for retrieval-augmented generation.

LLM integration & RAG pipelines

Natural Language Processing (NLP)

Computer Vision & OCR

Predictive analytics & forecasting

Recommendation engines

MLOps & model deployment on AWS/GCP

Data pipeline engineering

Questions we are often asked.

Both. We can work with your existing datasets or design data collection and labelling pipelines to build training datasets.
RAG (Retrieval-Augmented Generation) grounds LLM outputs in your own documents. Yes, we build RAG systems using LangChain, vector databases (Pinecone, ChromaDB), and OpenAI/open-source models.
Yes. We containerise models with Docker, expose them via FastAPI, and deploy on AWS Lambda, EC2, or your own infrastructure.