The potential Gen AI use cases for your company are almost infinite. In this e-book, we’ll look at the top six ways Gen AI can transform your organization – and you can tap your imagination from there and have your own use cases flowing. Take this essential first step to unleashing the power of Gen AI.
Our client is a publicly traded holding company with seven insurance subsidiaries offering diverse insurance products to working-class families and senior citizens.
The client’s division tasked with providing health and life insurance to small employer groups encountered complexities when updating billing details due to life events, such as getting married or having a baby. The former method of handling customized billing details and schedules heavily relied on IT teams and manual processes, primarily involving Excel. This approach was inefficient and susceptible to errors. Consequently, the objective was to enhance efficiency, automate, and ensure accuracy in the process.
They required a highly customizable ‘self-serve’ user interface (UI) that didn’t necessitate IT involvement. This included configuring new ‘output layouts and formats’ for new clients, modifying existing layouts, creating new data fields by combining existing ones or applying masking, setting up schedules, and configuring delivery methods like MQ, FTP, JSON, and XML, all without requiring IT intervention.
Having previously collaborated with Prolifics, our client was familiar with the Prolifics-created platform designed for electronic data interchange (EDI) tasks (handled claims, payments, and enrollments and managed commissions for agents). Aware of its capabilities, our client wanted to repurpose this solution to automate their billing process. More with this client Faster Claims, More Control A Victory For Insurer And Patients | Prolifics US
After understanding the client’s unique billing format, data needs, and scheduling requirements, a solution was designed leveraging the Prolifics-developed platform. This platform, previously successful in managing claims and payments, was repurposed to cater to the client’s specific billing demands. The User Experience (UX) was a priority, resulting in mock screens that favored business professionals. The client’s requirement of processing data from Oracle, fine-tuning in Excel, and transitioning it to different formats was met, ensuring versatile data delivery methods, with encryption added for extra security.
The solution dramatically enhanced efficiency and accuracy:
The project not only met but exceeded the client’s aspirations, demonstrating the transformative power of technology when aligned with business needs.
The solution capitalized on the versatility of Python – a flexible, open-source programming language– ensuring minimal reliance on external software. The design is scalable, laying the groundwork for future Machine Learning and Artificial Intelligence integrations. Furthermore, the solution’s containerized nature guarantees flexibility in deployment, be it on-premises, cloud-based, or hybrid environments. Notably, Python’s capabilities enabled the creation of various data formats, making it a foundational and transformative element of the solution.
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At Prolifics, the work we do with our clients matters. Whether it’s literally keeping the lights on for thousands of families, improving access to medical care, helping prevent worldwide fraud or protecting the integrity and speed of supply chains, innovation and automation are significant parts of our culture. While our competitors are throwing more bodies at a project, we are applying automation to manage costs, reduce errors and deliver your results faster.
Let’s accelerate your transformation journeys throughout the digital environment – Data & AI, Integration & Applications, Business Automation, DevXOps, Test Automation, and Cybersecurity. We treat our digital deliverables like a customized product – using agile practices to deliver immediate and ongoing increases in value. Visit prolifics.com to learn more.
In today’s ever-evolving landscape of artificial intelligence (AI), Generative AI (Gen AI) stands as a remarkable breakthrough—unlocking a world of possibilities across industries. It’s about creating something new, something unprecedented—a realm of limitless creativity. Think of it as an artist’s canvas, where AI paints with text, images, code, or even sound.
Generative AI is reshaping how humans and machines collaborate, enabling innovation through intelligent automation and creativity at scale. To understand how it works, let’s explore its fundamental components.
The foundation model, often referred to as “the brain” of Generative AI, is its cornerstone. These large-scale, pre-trained AI models are infused with massive datasets containing diverse knowledge and context. This extensive foundation enables Generative AI to create, generate, and innovate efficiently.
The power of foundation models lies in their adaptability—they can be fine-tuned or specialized for specific use cases, making them far more versatile than traditional, task-specific AI systems.
For example, ChatGPT—powered by different generations of foundation models—supports a wide range of intelligent interactions. These models are trained on data at an “internet scale,” far exceeding the capacity of any single organization to replicate, ensuring vast knowledge coverage and advanced reasoning capabilities.
Think of foundation models as the brains and applications as the user-friendly interfaces. When you interact with applications like ChatGPT, you’re engaging directly with the underlying foundation model developed by OpenAI.
This concept extends across various AI domains—text, code, images, and speech—each supported by its own category of foundation models. The synergy between models and applications fuels the next generation of intelligent tools that can understand, create, and learn.
The prompt is your guiding instruction in the world of Generative AI. It’s the input—the nudge—that directs the AI to generate something meaningful, insightful, or creative.
Well-crafted prompts can drastically improve the quality, tone, and precision of AI-generated outputs, making prompt design an essential skill in today’s AI-driven world.
Prompt Engineering is the art and science of crafting effective inputs that guide AI models to generate optimal results. It marks a major shift in programming—from writing complex code to simply communicating with AI using natural language.
This evolution highlights the growing role of language-driven automation, simplifying how we instruct AI to generate code, text, or other forms of content effortlessly.
In essence, a prompt is the initial instruction, while prompt engineering is the deliberate refinement process that ensures precise, high-value interactions with AI systems.
The true magic of Generative AI happens in the creation phase—the tangible outcome derived from the model’s reasoning and knowledge. The AI uses its vast understanding to craft something innovative and useful based on your prompt.
Whether it’s generating business insights, writing content, designing visuals, or automating workflows, this stage delivers real, measurable value to individuals and enterprises alike.
As Greg Hodgkinson, CTO and Head of Engineering at Prolifics, insightfully explains in his blog “With Generative AI, AI Becomes Bigger and Better,” the evolution of AI represents a paradigm shift.
Traditional AI required vast, labeled datasets to train models for one specific task—a resource-intensive, costly process that offered limited ROI.
Generative AI, on the other hand, leverages foundation models that can perform multiple tasks with minimal retraining. This adaptability makes AI implementation more accessible, scalable, and cost-effective for businesses of all sizes.
Generative AI introduces a transformative approach to AI for enterprise applications. It promises not only a stronger return on investment but also enables the rise of specialized foundation models—custom-tailored for specific industries like healthcare, finance, manufacturing, and retail.
Organizations are increasingly pursuing AI autonomy, integrating these technologies within their cloud or on-premises environments. This is made possible through platforms designed for foundation model interactions and advanced prompt engineering tools.
As Generative AI continues to expand, enterprises worldwide are embracing its limitless capabilities to drive innovation, boost productivity, and reimagine business models. The future is open, dynamic, and ready for your creative touch—the canvas of Generative AI awaits your next idea.
Gen AI in retail, the fusion of Generative AI and the world of shopping, is not just a technological advancement; it’s a transformative force that is reshaping the way customers interact with brands. In an age where consumers demand personalized experiences and seamless shopping journeys, GenAI is the driving engine behind retail’s evolution. It’s the key to creating hyper-personalized product descriptions, crafting tailor-made marketing campaigns, and providing customers with dynamic, engaging content.
Meet Emma, the CEO of a major fashion brand. She is always on the lookout for innovative ways to stay ahead in the fiercely competitive e-commerce fashion industry. With a passion for fashion and a keen eye for business, she knew that the key to success lay in not just offering stylish clothing but also in delivering personalized and engaging experiences to her customers. She knew Gen AI could help her reshape her retail landscape, making shopping not just convenient but truly enjoyable. Let’s take a look at how Gen AI helped solve some of her top challenges.
Challenge #1: Product Descriptions
Emma faces the challenges of automating content generation, optimizing for SEO, and conducting A/B testing for her product descriptions.
Gen AI Solution Assists with:
Challenge #2: Email Marketing Campaigns
Emma grapples with the intricacies of implementing effective personalized email marketing.
Gen AI Solution Assists with:
Challenge #3: Content Personalization
Emma faces the challenge of effectively personalizing content across various aspects of her business.
Gen AI Solution Assists with:
Challenge #4: Implementation Strategy
A well-structured implementation strategy is paramount for Emma to fully harness the potential of Generative AI. Prolifics provides expert guidance to achieve this.
In partnership with Prolifics and empowered by GenAI, Emma and her teams have transformed their ability to deliver both personalized and impactful experiences to their valued customers. Emma’s visionary strategies, combined with Prolifics’ deep expertise, have forged an exceptional synergy, propelling her company to the forefront of the fashion e-commerce industry.
Ready to personalize your customer experiences with Generative AI? Contact Prolifics Experts today to turn this innovative use case into your business success!
Generative AI in healthcare represents a revolutionary leap in addressing some of the most pressing challenges in the medical field. In a world where healthcare professionals grapple with time-consuming tasks, data overload, and complex decision-making, GenAI emerges as a powerful ally. It offers innovative solutions, making healthcare more efficient, accurate, and patient-focused. Emerging technologies such as AI for medical diagnosis and personalized medicine AI treatment are setting the foundation for the future of AI in healthcare, where technology supports providers in saving time and improving patient outcomes.
Once upon a time in a fast-paced urban hospital, Dr. Emily, a dedicated physician, found herself overwhelmed by a mountain of medical records. She and her team had countless patients to see, each with unique medical histories. Keeping track was becoming increasingly challenging.
The hospital had recently adopted a cutting-edge GenAI solution to assist her and the healthcare professionals in various tasks — from automating clinical documentation to supporting AI clinical decision support systems that improve care quality.
Healthcare professionals often struggle to efficiently analyze extensive medical reports, which can be time-consuming and overwhelming.
Generative AI Solution Assists with:
Ensuring patient safety by identifying potential drug interactions is a complex task that requires thorough analysis of a patient’s medication list and history.
Generative AI Solution Assists with:
Accurate medical coding is essential for billing and insurance purposes but is often error-prone when done manually.
Generative AI Solution Assists with:
Staying updated with the latest research in healthcare can be challenging due to the overwhelming amount of literature.
Generative AI Solution Assists with:
Processing and analyzing large clinical data sets is time-consuming and requires expertise.
Generative AI Solution Assists with:
Implementing Generative AI in healthcare enhances efficiency, accuracy, and decision-making. However, it must be approached with focus on privacy, compliance, and ethics.
Prolifics Assists with:
Here, Prolifics also emphasizes ethical challenges AI in healthcare. From ethical considerations of AI in healthcare to addressing bias, transparency, and trust, these safeguards ensure AI adoption remains responsible and patient-centered.
GenAI is not just a tool; it’s a transformational force shaping the future of AI in healthcare. By leveraging GenAI and Prolifics capabilities, professionals are streamlining workflows, advancing patient care, and exploring benefits of medical chatbots for patients who need quick answers. This partnership between human expertise and AI strengthens trust, empathy, and innovation.
The use of Generative AI in healthcare is reshaping the way doctors, researchers, and patients interact with medical systems. From improving diagnostic accuracy with AI to supporting AI drug discovery explained, this technology drives safer, faster, and more precise care.
As healthcare organizations navigate growth, regulation, and innovation, Prolifics provides trusted guidance to maximize AI’s potential.
Ready to transform your healthcare practice with Generative AI? Contact Prolifics Experts today to turn innovation into measurable patient success.