The AI-based data observability software market is projected to grow from USD 1.0 billion in 2025 to USD 2.9 billion by 2035, at a CAGR of 11.3%. Cloud Based will dominate with a 64.0% market share, while large enterprises will lead the application segment with a 59.0% share.