The Evolution of Multimodal Systems in Data Processing

Databases are shifting from passive engines to reasoning tools for artificial intelligence, according to Google Cloud’s Yasmeen Ahmad. She joined Bloomberg Intelligence senior technology analyst Mandeep Singh to discuss how AI agents are reshaping the market, citing production use cases involving retrieval-augmented generation and tokenization. Ahmad pointed to rising demand for databases and said Google’s infrastructure — including its in-house chips and large language models — gives the company an edge in addressing return-on-investment concerns tied to AI adoption.