Generative AI – Impact Areas
Innova’s Generative AI service offerings cover a diverse landscape, focused on providing efficient solutions tailored to our customer’s specific IT needs, transforming their IT productivity, enterprise business operations, and enriching end customer experiences. Through our Gen AI framework, we aim to help organizations to stay at the forefront of innovation and create distinct value proposition.
At Innova, we have strategically categorized our Generative AI (Gen AI) service offerings into three core areas: Gen AI for IT/ITOps, Gen AI for Business Functions/Operations, and Gen AI for Customer Experience.
Success Stories
Gen AI for IT
We facilitated the development of SDLC for a prominent telecom company, focusing on Use Case/Code generation…
Gen AI for Business
Innova solutions worked with multiple regional healthcare systems to manage their denied insurance claims…
Gen AI for Customers
One of the largest manufacturing companies of fasteners has vast amounts of data, and it continues…
Facilitated the development of SDLC for a prominent telecom company, focusing on Use Case/Code generation
- Leveraging advanced Azure AI services, including Azure OpenAI, our solution provides robust support throughout the Software Development Life Cycle.
- By harnessing the power of Azure’s cutting-edge capabilities, we streamlined the process of generating use cases and code, optimizing efficiency and accuracy.
- This collaboration not only enhances the telecom company’s SDLC workflow but also positions them to adapt and innovate in an ever-evolving technological landscape.
- Our tailored approach ensures that Azure AI services, including OpenAI, play a pivotal role in driving development initiatives of our client and fostering a seamless and intelligent SDLC experience.
Revolutionized customer service call handling for a top-tier telecom giant in the US
- Leveraging the power of Gen AI through Azure AI services, we focused on enhancing and optimizing the customer service experience.
- By incorporating advanced AI technologies, we elevated call handling efficiency, responsiveness, and overall customer satisfaction.
- This strategic partnership underscores our commitment to providing cutting-edge solutions to industry leaders, reinforcing their position at the forefront of telecom innovation.
Worked with multiple regional healthcare systems to manage their denied insurance claims
- Innova’s cloud and healthcare experts developed a platform to manage denials, harnessing the power of AWS, advanced analytics, and Generative AI.
- With this innovative approach, we pushed claim recovery rates over 95% and prevented future denials.
Optimized content curation for a leading healthcare partner
- The focus areas of the content creation process included Patient Information Sheets, Medical Reports, Clinical Study Reports, and Medical Submissions.
- The challenge was to manage expanding volumes, siloed summaries, and resource scaling needs. Our solution integrated AWS services such as Bedrock, Kendra, OpenSearch, and many more services helped in minimizing duplicated efforts and skill gaps.
- In a predominantly manual process with complex documents, our strategic use of AWS ensures on-demand scalability and future readiness.
- This not only enhances current efficiency but also equips Regulatory Writers to navigate regulatory changes and technological advancements seamlessly.
- The result is a streamlined and future-ready approach to medical content curation, positioned for sustained success.
Developed healthcare-centric products for a healthcare consulting firm with a focus on Behavioral and Mental health services, employing a cutting-edge Chatbot Platform
- Utilizing advanced Generative AI techniques, our strategy prioritized tailored Conversational workflows, swiftly showcasing our capabilities through a Proof of Concept for a key flow.
- Our collaborative effort extended to the establishment of a comprehensive strategy, delving into critical business requirements for Bot Platform and Enterprise AI Chatbot Model creation. Leveraging Azure OpenAI, Azure Bot, and other Azure services, this initiative aligns seamlessly with the company’s vision.
- The outcome is a robust foundation for innovative, responsive, and intelligent Chatbot solutions, finely tuned to address the distinctive needs of the healthcare industry.
Enhanced the Electronic Case File (ECF) System of a leading healthcare provider and introduced an innovative chat interface
- Leveraging advanced Azure services and Generative AI, our solution goes beyond traditional keyword searches by analyzing case documents contextually.
- Compatible with various file types, including text-based and media documents, the system displays relevant content with direct links to corresponding ECF documents.
- This approach significantly improves content retrieval, providing a seamless user experience and empowering the healthcare provider to deliver more efficient services.
- Our solution not only addresses immediate challenges but also lays the foundation for a streamlined and user-centric healthcare information retrieval system.
Enabled one of the largest fastener manufacturers to access and make better use of data that it generates
- Our team used BigQuery, Langchain, Vertex AI, as well as the latest generative AI innovations from GCP Vertex AI for better access to data.
- We established a foundation for organization-wide data understanding and predictive analytics that automates plant work orders and increases production plant efficiency by up to 25%.
Collaborated with one of the largest manufacturing companies specializing in fasteners to revamp its company HR knowledge base, making information retrieval more user-friendly
- We developed an application on Microsoft’s Azure architecture and powered it by a GPT-4 large language model (LLM).
- This application rapidly scans extensive document collections to provide accurate answers to employees’ HR-related inquiries.
Collaborated with a global aerospace platform that has harnessed the power of Large Language Models (LLMs) hosted on Google Cloud Platform (GCP)
- They’ve introduced a cutting-edge AI-driven search engine, ‘Supplier AI,’ designed to revolutionize aircraft maintenance, component services, and aircraft manufacturing.
- ‘Supplier AI’ employs advanced natural language processing to understand, review, and facilitate seamless access to critical information.
- It enables users to swiftly and efficiently retrieve data pertaining to supplier details, product delivery times, part availability, and comprehensive parts information.
- The primary objective is to simplify the retrieval and organization of data stored within their ERP systems, ensuring rapid responses to customer queries.
- The implementation of this innovative technology has yielded approximately 20% substantial improvements in efficiency and information access throughout.
Crafted an Enterprise Knowledge-Bot for a top-tier fastener manufacturer in the US using Azure AI services, employing the RAG (Retrieval-Augmented Generation) approach
- This innovative solution is designed to enhance HR responses to employee queries, leveraging the power of advanced AI technologies.
- Our collaboration focused on creating an intelligent system that efficiently retrieves and generates responses, revolutionizing the way HR information is disseminated within the organization.
- This strategic alliance highlights our commitment to delivering cutting-edge solutions to industry leaders, empowering them to optimize HR processes and foster a more responsive and efficient work environment.
How Innova Can Help: Our Capabilities
Our enterprise customers can embark on their Generative AI journey with Innova via several avenues: Advisory, Adoption, and Application entry points.
Our Gen AI Advisory Services are targeted at strategizing and planning for the implementation of Generative AI. This includes establishing an AI task force, developing an adoption strategy and roadmap, conducting a readiness assessment, and designing a security, data privacy and compliance strategy specific for generative AI implementations.
Under Gen AI Adoption Services, we assist with setting up the right environment for effective use of Generative AI.This includes service infrastructure evaluation, establishment of a Generative AI ecosystem, creation of a Co-Innovation Gen AI Lab, and development of pilot/ Proof of Concept (POC) efforts.
Our Gen AI Application Services focuses on integrating the Generative AI environment with existing systems and applications to maximize its potential. Furthermore, we also offer services around deployment and maintenance of Gen AI models.
Our partnerships with industry leading Gen AI technology developers like Microsoft, Google, AWS, Salesforce, and others significantly enhance our service capabilities. Participating in their beta and preview programs provides us with early insights into upcoming technologies and product improvements. This, coupled with our collaborative go-to-market (GTM) strategies, ensures that we consistently stay abreast of industry trends. By having our finger on the pulse of technological advancements, we deliver innovative, practical, and timely AI solutions that perfectly cater to our clients’ needs.
We bring expertise in leading services like Azure OpenAI, Vertex AI, Bedrock, and cutting-edge fine-tuning tools such as MosaicML Cerebras, Avalanche, and more. Utilizing advanced orchestrators like LangChain and LlamaIndex, we guide clients through the entire process, ensuring responsible and ethical AI practices.
AI-ready workforce – empowering businesses to tap the power of Gen AI
We have forged robust partnerships with clients and industry leaders to co-create cutting-edge solutions that are reshaping industries. Whether it’s revolutionizing healthcare payer-provider contract analysis or enhancing predictive analytics to optimize plant work order efficiency, our solutions are at the forefront of industry transformation.
How can you leverage Innova’s Generative AI framework
We offer a consultancy framework that seamlessly integrates with your fundamental inputs, including your core business strategy, value streams, and enterprise data. We harness the power of state-of-the-art Generative AI Language Models (LLMs), proprietary data sources, cutting-edge algorithms, and industry-specific data repositories to expedite your assessments. Throughout your generative AI journey, we work closely with you, not only offering support and collaboration on Generative AI LLMs, proprietary data sources, and advanced algorithms but also tailoring solutions to facilitate rapid assessments. The outcome is a comprehensive Generative AI strategy that encompasses key components such as business architecture, a meticulously defined adoption roadmap, pilot programs, robust data architecture, finely-tuned AI model architecture, and a resilient Generative AI technology infrastructure. Our approach ensures that you’re equipped with the tools and strategies needed to leverage Generative AI effectively and drive innovation within your organization.
Resources
Navigating the Generative AI Landscape
Abstract In the swiftly evolving landscape of artificial intelligence (AI), the rapid strides made in generative AI have promised...
Empowering Tomorrow’s Decision Making with Prescriptive Analytics and the Gen AI Revolution
Introduction In the realm of modern-day decision-making, prescriptive analytics has risen as a pivotal force for organizations,...
In Pursuit of AI Ethics: Moving from Abstraction to Application
Creating a solid AI ethical framework is crucial for designing and developing a comprehensive AI system. It highlights the benefit...
A Hybrid Quantum-Classical Neural Network for Image Classification
Abstract: Despite significant advancements in technology, modern machine learning applications continue to face computational chal...
Meet Our Leaders
Arvind Ramachandra
Sr. Vice President, Technology
Anirvan Acharya
Solutions Leader, Healthcare
Roland Knight
Practice Head, Digital Engineering
Kiru Veerappan
Practice Head, Automation
Sriram Parthasarathy
Practice Head, GenAI and Innovation
Aditya Kandi
Delivery Leader, AI/ML
Pavan Sarva
Sr. Architect, Solutions Engineering
Munish Singh
AI/ML Solution Architect