
Generative AI and LLM Solutions & Services
We specialize in building robust, research-driven generative AI (GenAI) products tailored to industry-specific challenges. Our offerings combine state-of-the-art large language models (LLMs), advanced software engineering, and rigorous data security standards.
LLM-based Chatbot Applications
We develop custom chatbot applications for web, mobile, and enterprise use across industries such as healthcare, finance, education, and customer service.
Features:
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Support OpenAI ChatGPT, LLAMA, Gemma, Deepseek, Mistral models and choose the best fit for your application.
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Retrieval-Augmented Generation (RAG) for real-time knowledge integration and no hallucination
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HIPAA/GDPR-compliant implementations
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Integration with AWS, Microsoft Azure, GCP, or on-prem infrastructure
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Custom fine-tuning for domain-specific knowledge
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Support for multilingual and voice-based interfaces
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Deployment via secure CI/CD pipelines
Agentic AI Systems
We design multi-agent systems using frameworks like CrewAI, LangGraph, and AutoGen, tailored for large-scale distributed decision-making and autonomous operations.
Architecture Highlights:
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Model Context Protocol (MCP) for modular tool-function execution
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Agent2Agent (A2A) communication for decentralized orchestration
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Built-in observability and tracing for agent behavior
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Scalability across cloud providers and edge devices
LLM-based Advanced Data Analysis
We enable LLMs to analyze structured and unstructured data, producing natural language insights and visual summaries.
Capabilities:
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Automating report generation (e.g., clinical summaries, financial insights)
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SQL generation and query validation
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Code explanation and generation for engineering workflows
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PDF and document parsing using semantic understanding
GenAI-Powered Business Process Automation
Automate repetitive and knowledge-intensive workflows across domains such as HR, legal, billing, and RCM (Revenue Cycle Management).
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Intelligent document processing and summarization
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Email and ticket classification and response generation
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Compliance monitoring and audit-ready logs
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Integration with CRMs, ERPs, and databases
GenAI for Education and Customer Engagement
Create personalized, interactive content to educate or engage users—patients, customers, or employees.
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Virtual health coaches, e-learning tutors, and onboarding assistants
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Real-time Q&A using verified knowledge bases
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Biographical or narrative generation from user interactions
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Custom LMS integrations for adaptive education
Fine-tuning and Custom LLM Model Development
Build tailored models through supervised fine-tuning (SFT) and reinforcement learning from human feedback (RLHF):
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Domain-specific knowledge injection
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Custom prompt engineering pipelines
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Evaluation with human-in-the-loop or automated metrics
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Use of open-source models (e.g., LLaMA, Mistral, Phi) or commercial APIs
AI Products
Explore our range of current generative AI-based products designed to enhance your business performance and achieve sustainable growth. Our tailored tools are crafted to meet your unique needs and drive success.
GenAI and LLM Evaluation

Why Choose BonafideNLP?
At BonafideNLP, we pride ourselves on delivering high-quality consulting services that help businesses harness the power of AI and data science. Our team of experts has extensive experience in the field and is dedicated to helping you achieve your goals. We work closely with you to understand your business needs and develop solutions that are tailored to your specific requirements. Contact us today to learn more about how we can help your business.