Generative AI Services
Entrust KritiKal Solutions to be your premier partner in crafting cutting-edge products and platforms with our transformative Generative AI solution and advanced Large Language Models (LLMs). We assist you confidently with consistent development, training, validation, tuning and deployment of GenAI and AI/ML models, which are capable of building applications and more with a fraction of existing client data. Our next generation enterprise GenAI can elevate user experience with finessed prompt engineering, Multi-modal Models, Generative Adversarial Networks (GANs), Retrieval Augmented Generation (RAG) systems etc. Our foundation models are backed by meticulous convergence of Natural Language Processing (NLP), Computer Vision and LLMs, all supported by robust cloud-based deployments. Businesses can rely on KritiKal’s deep learning-powered GenAI solutions that identifies, encodes patterns, relationships within large scale culled data and tactfully simulates the decision-making process of humans to respond to users’ requests with relevant content.
Our Offerings
01
LLM Integration
Our GenAI solutions include end-to-end LLM integration customized as per user requirements. We have expertise in deploying open-source LLMs on cloud or on premise and optimizing their performance to align with the client’s available GPU resources. We fine-tune these models with their proprietary data, facilitating context-specific results. We also deploy RAG systems for apt query responses in client documents and delivering scalable solutions.
02
GenAI in Retail
Generative AI services can enhance user experiences and uplift business workflows through real-time product recommendations in sync with customers’ preferences, multimodal product reviews, such as text, audio feedback, and sentiment analysis. It compares products as per their needs and creates custom descriptions for individual clients. It adeptly enables targeted marketing campaigns aligned with user data points for better engagement.
03
GenAI in Healthcare
GenAI solutions can effectively summarize patient histories to streamline clinical trial reviews and assist physician consultations. It resolves patient queries related to bills etc. through chatbots and develops accurate drug evaluation summaries by processing multi-modal trial data. It adeptly provides alerts for regulatory updates, concise overview of medical literature, identifies compliance-related risks and acclimatizes to transforming data through LLM and RAG systems.
04
GenAI in Finance
Generative AI solution provides advanced tools for management, data extraction and summarization of financial documents such as receipts, contracts and invoices. It integrates document archives by utilizing sophisticated Retrieval Augmented Generation capabilities to support user-chatbot interactions and real-time query responses. Furthermore, it enables effective risk mitigation and adherence to regulatory standards by detecting and evaluating compliance risks.
05
GenAI in Manufacturing
Businesses in this domain can benefit tremendously from Generative AI services, as it enables the creation of comprehensive documents like repair servicing instructions, product guidelines, safety protocols and operation manuals. It vehemently identifies discrepancies in parts specs from technical sheets and analyzes incident reports to issue proactive safety warnings. Additionally, it enhances risk detection, automates document management and streamlines operational efficiency.
06
GenAI in Security & Surveillance
Our GenAI solutions can proficiently identify dubious behavior, provide concise security reports and improve incident response with real-time notifications. It can scrutinize video footage, detect possible threats and irregularities to enhance security and surveillance capabilities. Generative AI can provide in-depth insights and strengthen security protocols by assimilating and analyzing multi-modal data.
Our Capabilities
Why Choose Us?
Driving Continuous Invention with GenAI
LLMs & Multimodal Large Models Integration
- Seamless integration of commercial LLMs like ChatGPT, Gemini and Claude
- Cost-effective integration of open source 8B parameter LLMs like Llama, Mistral, Phi and Natural Language Processing (NLP)
- LLMs for specific Generative AI services by finetuning LoRA, QLoRA and PEFT
- LLMs for RAG Systems like LangChain and LlamaIndex
- Reliable local compute like Nvidia RTX 4090 and Nvidia A100
- MLLM integration like VisionLLM, LLaVa, GPT-4o and ImageBind
- Cloud-based LLMs and managed LLM services like Azure, AWS, GCP and OpenAI
Generative AI Services for Specific Case Studies
- Large Language Model-based document query
- Info extraction on Retrieval Augmented Generation-based interface
- RAG system for handling multiple documents
- Retrieval Augmented Generation reranking approach
- Multi-modality models for encoding
- Multi-modal indexing and retrieval
- Inter-modality similarity computations
FAQs
GenAI systems utilize advanced deep learning algorithms to automatically conduct data analysis, create versatile content, conversations, stories, and generate outputs in the form of text, audio, video, images etc. as per patterns observed during their training. Some common examples of these multifaceted solutions include ChatGPT, DALL-E etc.
KritiKal Solutions provides various industry-agnostic solutions powered by Generative AI, such as multimodal indexing, search and retrieval, retrieval augmented generation systems for handling multiple documents, document query support enabled with LLMs, personalized marketing, analysis and insights to enhance customer experience and more.
In order to build Generative AI solutions, the foremost steps are to define use cases and data gathering. Thereafter, GenAI models like GPT are trained with the collected dataset, fine-tuned as per the use case in question and integrated into existing or newly developed applications. GenAI services can ensure smooth development, integration, testing, deployment, regulatory compliance and continuous improvement in performance as per user feedback.
The overall cost of development of solutions enabled with Generative AI depends on the level of customization, model type and source, solution feature set to be included etc. They may also vary as per project duration, maintenance, training and support services, if required by customers.
A Generative AI services company like KritiKal can train these models with datasets pertaining to specific use cases. These solutions can aid in resolving drug discovery, chemical industry related problems, creating realistic images presented through AR/VR for improving medical technology, producing gaming and ceramic product models, developing various types of simulations, augmentations and automating mundane tasks, thus improving operational efficiency.