在 Databricks 上构建可靠的 Agentic AI.pdf

1、 2025 Monte Carlo Data,Inc.Accelerating Agentic AIWith Data+AI ObservabilityBarr Moses,CEO&Co-founder|Monte Carlo 2025 Monte Carlo Data,Inc.2025 Monte Carlo Data,Inc.2025 Monte Carlo Data,Inc.The Leader inThe Leader inData+AI ObservabilityData+AI Observability500+500+Enterprise customers10M10MTables

2、 monitored1,000+1,000+Daily incidents resolvedThe latest(and not so greatest)in AI 2025 Monte Carlo Data,Inc.“US regulators fine Citi$136M for failing to fix long standing data quality issues following a$400m fine”“Chatbot agrees to sell a Chevy Tahoe for$1”“We will have 500 agents in production by

3、end of year”?!Fortune 100 leaderStakes are higher than ever 2025 Monte Carlo Data,Inc.Data+AI is the latest era of the journey1980s1990s2000s2010s2020s2030sRelational DBBig DataCDWData+AI?2025 Monte Carlo Data,Inc.But the way we manage the reliability of these systems has not evolved1980s1990s2000s2

4、010s2020s2030sData quality eraDumpster fire eraData+AI ObservabilityHow do we avoid another dumpster fire era?2025 Monte Carlo Data,Inc.Deliver trusted Deliver trusted datadata to power AI applicationsBuild and deploy AI Build and deploy AI applications applications that are well-adoptedWhat were he

5、aring from Data+AI teams9Leverage AI Leverage AI to make data teams more productive213AI-POWERED OBSERVABILITY AI-READY DATAOBSERVABILITY INTOAI SOLUTIONS 2025 Monte Carlo Data,Inc.Deliver trusted Deliver trusted datadata to power AI applicationsBuild and deploy AI Build and deploy AI applications a

6、pplications that are well-adoptedWhat were hearing from Data+AI teams10Leverage AI Leverage AI to make data teams more productive213AIAI-POWERED POWERED OBSERVABILITY OBSERVABILITY AI-READY DATAOBSERVABILITY INTOAI SOLUTIONS 2025 Monte Carlo Data,Inc.30%increase30%increasein team efficiency80%reduct