Technologies Behind Our AI Breakthroughs
Creating smarter, faster, and more reliable AI solutions
The Prajna AI Difference
At PrajnaAI, we don’t just build AI tools — we craft enterprise-grade artificial intelligence solutions that are customized, scalable, and built for impact. Our platform brings together the most advanced capabilities across Generative AI, Machine Learning (ML), Deep Learning (DL), Computer Vision, and Natural Language Processing (NLP) to solve your most pressing business challenges.
Whether you’re a financial institution deploying agentic AI for compliance and ROI, a manufacturer leveraging computer vision for defect detection, or a healthcare provider seeking AI-powered diagnostics, PrajnaAI delivers real-world value through intelligent automation and AI innovation.
Our AI Technology Stack: Designed for Scale and Speed
Turn data into decisions. We build and deploy Gen AI & ML/DL solutions that enable smart predictions, automate complex tasks, and enhance business processes.
Our Gen AI & ML/DL Toolkit Includes:
OpenAI, BERT, LLaMA, Claude, Mistral AI, DeepSeek, ViT, CodeT5, ChatGLM, LightGBM, CatBoost, Stable Diffusion, Midjourney, CLIP, DINO, Runway, Gemini
Use Cases: Predictive analytics, fraud detection, image classification, recommendation engines, language translation, OCR
We integrate Large Language Models (LLMs) with the ability to understand both structured datasets (like tables and schemas) and unstructured formats (like text, images, and video). This enables cross-modal AI applications that deliver rich, contextual insights.
Applications: Document processing, sentiment analysis, speech-to-text, medical image diagnosis, multimodal search.
Accelerate your AI development with our end-to-end model training pipeline. We help you fine-tune foundation models using both open-source libraries and enterprise AI frameworks.
Key Tools: TensorFlow, PyTorch, scikit-learn, Hugging Face Transformers, Lightning (PyTorch), FastAI
Fine-Tuning Approaches: Full Fine-tuning, PEFT, QLoRA for efficient model adaptation
Deploy AI models into real-world workflows with confidence. We offer scalable AI deployment via APIs, web interfaces, containers, and orchestration tools that ensure high availability and low latency.
Deployment Stack Includes: FastAPI, Flask, Docker, Kubernetes (K8s), Streamlit, Gradio, BentoML, Ray Serve, LangChain, Amazon Bedrock, vLLM, Replicate, ollama
Applications: Chatbots, recommendation APIs, custom LLMs, real-time inference engines
We supercharge LLMs using Retrieval-Augmented Generation (RAG) — connecting your internal knowledge (PDFs, databases, FAQs) to enhance the accuracy and relevance of AI responses.
Databases & Tools We Use: Milvus, Pinecone, Qdrant, Chroma, Weaviate, Neo4j, ElasticSearch, Amazon Neptune, OpenAI, Cohere, TigerGraph
Use Cases: Enterprise search, conversational analytics, document summarization, legal research tools
Techniques used: Naive Rag, Advance Rag -Contextual Rag, Hybrid Rag, Graph Rag, Visual Rag, Adaptive Rag, Agentic Rag.
Achieve precision and autonomy in AI outputs through expertly crafted prompt engineering and the use of multi-agent AI architectures. From simple task bots to fully autonomous workflows, we make AI work the way you need.
Techniques Used: Zero-shot, Few-shot, Chain-of-Thought, Iterative Prompting, ReAct
Agents Deployed: Self-learning agents, multi-agent orchestration, task-specific automation using Crewai, LangGraph
Post-deployment, we monitor model behavior using tools like Giskard, Ragas, Trulens to ensure continued accuracy, relevance, and alignment with business KPIs. Stay compliant, safe, and efficient with AI systems you can trust.
Industries We Serve — And Beyond
At PrajnaAI, we specialize in delivering tailored AI solutions across a wide range of high-impact industries, including:
Manufacturing
Manufacturing
Predictive maintenance, computer vision for defect detection, process optimization