A working prompt is the easy part. We build the AI ecosystem around it โ agents, intelligent retrieval, evaluation frameworks and guardrails โ that turns an LLM prototype into Responsible, Explainable, Enterprise-Ready AI that scales with confidence.
We work hands-on across OpenAI, Anthropic Claude, and AWS Bedrock, plus open-source models when you need them on your own infrastructure. Our expertise spans LLM application architecture, RAG pipelines with vector search, multi-agent orchestration, and disciplined prompt engineering with real evaluation โ not vibes. This is our nine-part "From LLM Prompt to Production" series turned into a service.
End-to-end solution design, deployment & LLMOps
Prompt engineering, agents, RAG โ including Graph RAG and Multimodal RAG โ LangChain
Consulting to map AI to your business
Comprehensive Generative AI services tailored to your business needs
Custom AI agents for autonomous workflows โ they make intelligent decisions and integrate seamlessly with your enterprise systems. Built using LangChain, GPT-4, Claude, and other cutting-edge models for reliable, context-aware automation, with end-to-end LLMOps covering deployment, versioning, monitoring and continuous evaluation once the agent is live.
Retrieval-Augmented Generation systems that enable your AI to access and reason over your organization's knowledge. Vector databases, semantic search, and smart retrieval for accurate, contextual responses from your data โ with adaptive reasoning that adjusts retrieval strategy to the question being asked, so the system supports genuine decision-making rather than lookup. Extends to Graph RAG for relationship-aware reasoning over connected entities, and Multimodal RAG for retrieval across text, images, tables and scanned documents.
Expert prompt engineering to maximize AI performance for your specific use cases. Chain-of-thought prompting, few-shot learning, and advanced techniques to ensure consistent, high-quality outputs tailored to your business domain.
Automated document processing using computer vision and NLP. Extract insights from PDFs, images, and text documents. Classification, summarization, data extraction, and intelligent document understanding at scale.
Intelligent chatbots and virtual assistants powered by the latest LLMs. Multi-turn conversations with persistent context, intent recognition, and seamless connection to your enterprise data, databases and APIs for personalized user experiences.
Strategic guidance on AI adoption, use case identification, technology selection, and implementation roadmaps. We help you navigate the AI landscape and identify high-impact opportunities aligned with your business goals.
Real-world applications delivering measurable business impact
Pharma R&D
Automated research documentation for pharmaceutical R&D teams. AI-powered system parses raw research notes, experimental data, and technical documentation to produce compliant, ready-to-file documents that meet regulatory standards.
Technologies: GPT-4, Custom prompt engineering, Document parsing, Regulatory compliance validation, PDF generation
Business Impact: Saves 200+ hours per month per team, reduces documentation errors by 85%, accelerates drug development timelines, ensures consistent compliance with FDA and EMA guidelines.
E-Learning
Intelligent content creation platform for e-learning that generates personalized courseware, interactive quizzes, and learning materials. AI adapts content difficulty based on student performance and provides automated grading with detailed feedback.
Technologies: GPT-4, LangChain for content generation pipelines, Natural language assessment, Adaptive learning algorithms
Business Impact: Reduces course creation time by 70%, enables scalable personalization for thousands of students, improves learning outcomes through adaptive content, automates 80% of grading tasks.
Healthcare
AI-powered digital assistant for holistic and alternative healthcare practitioners. Analyzes patient data, treatment histories, and symptoms to generate comprehensive, actionable reports with treatment recommendations and progress tracking.
Technologies: Claude AI, RAG system with medical knowledge base, HIPAA-compliant data handling, Secure vector database for patient histories
Business Impact: Streamlines patient intake by 60%, provides data-driven treatment insights, improves patient engagement through personalized reports, ensures HIPAA compliance and data security.
FinTech
Generative AI agent for private investors that continuously monitors financial news, market trends, and company announcements. Generates personalized investment notes, risk assessments, and actionable insights tailored to individual investment portfolios and strategies.
Technologies: GPT-4 with financial domain fine-tuning, Real-time news aggregation, Sentiment analysis, Multi-source data integration, LangChain agents
Business Impact: Processes 1000+ news articles daily, delivers timely investment insights 24/7, reduces research time by 90%, enables data-driven investment decisions with comprehensive market analysis.
We work with the latest AI technologies and tools
Transforming businesses across industries with AI
Clinical documentation automation, medical research analysis, patient communication systems, drug discovery support, regulatory compliance documentation, medical coding assistance, and treatment recommendation engines.
Financial document analysis, investment research automation, fraud detection with NLP, customer service chatbots, risk assessment reports, regulatory compliance monitoring, and personalized financial advisory systems.
Personalized learning content generation, automated grading and feedback, intelligent tutoring systems, curriculum development assistance, assessment creation, student progress analysis, and adaptive learning pathways.
Quality control documentation, supply chain optimization insights, predictive maintenance reports, safety incident analysis, production planning assistance, inventory management intelligence, and operational efficiency recommendations.
Contract analysis and review, legal research automation, compliance documentation, case law summarization, due diligence assistance, regulatory change monitoring, and legal brief generation with AI-powered insights.
Product description generation, customer service automation, personalized recommendations, market trend analysis, review sentiment analysis, dynamic pricing optimization, and customer behavior prediction systems.
Whether you are just starting or need to scale your AI efforts, Yantratmika offers the right blend of vision, expertise, and reliability.
Request a ConsultationThe thinking and engineering behind our Generative AI work
Architecture, multi-prompt design, RAG, security, performance and observability for enterprise LLM apps.
A detailed, from-scratch guide to building applications with Generative AI using LangChain.
The concepts, frameworks and patterns behind building agentic AI systems that act, not just answer.
How to use LLM code generators efficiently and safely inside a real software lifecycle.
Applying Generative AI to documentation and analysis in pharmaceutical R&D.
Vector search at scale for RAG โ rethinking AI data storage on native AWS.