Our AI/ML practice offers cutting-edge solutions/services across the entire spectrum of AI encompassing predictive modelling, forecasting/sensing, personalised recommendations, segmentation, anomaly detection, intelligent automation, computer vision, deep learning, reinforcement learning, natural language processing. With a proven track record of architecting and implementing large scale AI use cases across diverse industries, we have played a pivotal role in establishing AI-driven Centers of Excellence (CoE) across the world.
Some of the key uses we have successfully implemented across industries include demand sensing, behavioural analytics, product propensity, preventive maintenance, personalised recommendation and intelligent automation etc. Our ability to integrate deep business knowledge with advanced AI-ML techniques ensures solutions are technically robust and contextually relevant. We have deep alliance with OEMs to bring and enable research-based AI frameworks for clients.
We focus on building proprietary platforms which helps clients in faster value realisation and adoption. KPMG's AI studio platform, AI driven predictive and prescriptive analytics platform facilitate accelerated fair model development, seamless deployment, and real-time monitoring by combining functional expertise with a deep technology proficiency to ensure long term success with AI.
Generative AI
Harnessing the capabilities of new transformative technologies around Foundation Models, Large Language Models, and Generative AI in service of digital transformation.
Generative AI promises to revolutionise businesses and economies worldwide. While it disrupts the status quo, it also holds immense potential to unlock productivity gains, enable new ways of doing things, and drive progress. KPMG in India believes in the transformative power of generative AI and has been investing heavily in harnessing its capabilities. We are working closely with our clients, partners, and ecosystem to drive both current and emerging use cases.
KPMG in India offers a full spectrum of services in the generative AI space – from strategy to execution. We help businesses assess their technology landscape and organisational maturity, prioritise use cases, and build a strategic roadmap for the adoption of GenAI. We help define and establish Centers of Excellence for GenAI adoption and governance, setup Knowledge and Data Platforms, LLM Ops, relevant frameworks and operational models, and other technology and process components. From enterprise chatbots to conversational BI – we help design and implement bespoke solutions for our clients. We assist in the rapid implementation and effective governance of OEM out-of-the-box solutions from various cloud platform providers.
KPMG in India’s intelligent knowledge explorer using GenAI platform helps clients rapidly experiment, build, and deploy GenAI use cases, fail fast on those that do not deliver value, and swiftly re-configure and re-build new use cases. This has accelerated the adoption of GenAI for a multitude of clients across various industries, helping them address real-world use cases with minimal upfront investment while staying flexible to the rapidly evolving technology landscape.
Optimisation and simulation
Data-driven decision-making – powered by algorithms.
In today's competitive landscape, businesses must continuously seek ways to improve efficiency and performance. Optimisation involves finding the best possible solution to a problem within given limited constraints, ensuring maximum efficiency and cost-effectiveness. By leveraging advanced algorithms and mathematical modeling, businesses can streamline operations, reduce waste, and enhance productivity. Simulation, on the other hand, allows companies to model and analyse complex systems in a virtual environment. This helps in predicting outcomes, testing various scenarios, and making informed decisions without the risks associated with real-world experimentation.
Together, optimisation and simulation provide a robust framework for strategic planning and operational excellence. They empower businesses to identify potential bottlenecks, evaluate alternative strategies, and implement solutions that drive growth and innovation. Whether it's optimising supply chain logistics, multi-echelon inventory, improving manufacturing processes, or enhancing customer service, these techniques offer invaluable insights and actionable results.
