AlloyDB added new AI SQL functions such as ai.analyze_sentiment, ai.summarize, and ai.agg_summarize, bringing Gemini directly into database queries. Smart Batching delivered up to a 2,400x performance boost, and optimized AI functions using proxy models reached up to 100,000 rows processed per second with costs cut up to 6,000x.