Carbon Capture, Utilization, and Storage (CCUS):…
GenAI Engineering
We explore uncharted territories in human-machine collaboration, unlocking new frontiers in AI-powered content creation at scale.
Approach
Our GenAI Engineering teams are a powerhouse of innovation, continually pushing the boundaries of what's possible with Generative AI to create rich, immersive, and interactive experiences.
Their mission is to help businesses unlock new levels of creativity, efficiency, and innovation.
Our GenAI Engineering teams boast a blend of skills in natural language processing, computer vision, solution architecture, etc. Their deep understanding of these technologies allows them to develop advanced Generative AI systems that can create human-like text, images, audio, and video content applied to a wide range of applications.
Along with Product Engineering teams, we architect solutions to make Generative AI accessible to end users in a secure and compliant framework.
We support our clients in crafting effective prompts that elicit specific responses from AI models, ensuring relevance, coherence, and accuracy. By fine-tuning prompts based on linguistic patterns, context, and desired outcomes, we enable clients to leverage Generative AI effectively in various applications, from content generation to problem-solving.
We empower clients to build intelligent systems that can retrieve relevant information and generate coherent responses across diverse business domains through embedding techniques such as RAG (Retrieval-Augmented Generation) as well as agent-based architecture to exhibit human-like reasoning capabilities and produce coherent and contextually relevant responses.
In some specific business cases, we delve into quantization and fine-tuning to tailor models to produce outputs that achieve client standards (both technical and business), ensuring effectiveness and efficiency in various applications.
Throughout their work, the teams place a strong emphasis on ethical AI practices, privacy protection, and responsible development. They ensure that their generative AI solutions are designed and deployed with safeguards against potential misuse or harmful content generation. By adjusting the learning rate in response to input characteristics and feedback signals, we enable clients to achieve faster training times and better model generalization across diverse datasets and tasks.
Use cases
Our GenAI Engineering expertise was instrumental in the development of a cutting-edge AI Assistant tailored for an Insurance Player. Through specialization and fine-tuning of an open-source LLM (Mistral.ai 7B), we engineered an AI Assistant with unparalleled actuarial reasoning capabilities. This innovative tool quantifies exposure to sudden risks, such as riots, terrorism, and natural catastrophes, across the entire reinsurance treaties database. By leveraging advanced AI techniques, our GenAI Assistant empowers insurance professionals to make informed decisions, mitigate risks, and optimize underwriting strategies with unprecedented accuracy and efficiency.
Our solution combines a Visual Language Model for image-to-text conversion with a Large Language Model for generating concise descriptions of EPUB files. By seamlessly integrating visual and textual information, our tool produces engaging and informative book descriptions, enhancing discoverability and reader engagement. Through our innovative approach to GenAI Engineering, we empower publishers to streamline the content creation process and maximize the impact of their publications in an increasingly digital landscape.
Our GenAI Engineering team supported the development of an automated information extraction solution for an Energy Player, revolutionizing contract management processes. Leveraging SiaGPT capabilities, our solution outperforms traditional NLP models while significantly reducing implementation time. By automatically retrieving service agreements (CVS) from contracts, our solution streamlines contract analysis and enhances operational efficiency. Moreover, our solution structures both scanned and native PDF contracts, provides semantic search capabilities on the resulting structured documents, and offers a user-friendly interface for contract upload and CVS download. Through our innovative GenAI Engineering approach, we empower energy companies to unlock valuable insights, optimize contract management workflows, and drive business growth in a dynamic industry landscape.