The industry is innovating with artificial intelligence and machine learning solutions. In this buzzing scene, another trend which underpins the growth of service providers is the marked shift from rule-based systems to data-driven automation. The challenge now is for analytics service providers to develop new products and strategy, lay down the foundation for AI and ML capabilities and reach out to industry stakeholders for new business opportunities. Given the centrality of deep tech to businesses, service providers and enterprises are introducing ML and AI capabilities to their product portfolio.