Part 8/10:

• Scaling AI: Enterprises often struggle with drift and maintainability of AI models at scale. They advocate for ensemble models—sets of agents orchestrated together—to address diverse data types and use cases.

The Genpact Model: From Data to Business Outcomes

The outlined capability model starts with a data engine room, an organized environment for data collection, synthetic data generation, and metadata management. This feeds into an AI agent foundry, where multiple agents are developed, fine-tuned using domain-specific Large Language Models (LLMs), and orchestrated through agent orchestration frameworks.