代理数据工程的未来.pptx

1、The Future of Agentic Data Engineering,Data Summit 2025May 14,2025,Make Data Engineering Delightful,Quick Introduction,SAMPLE CUSTOMERS,ASCENDS MISSION,7x Boost in Productivity 83%Reduction in Costs,ASCENDS IMPACT,Sean Knapp,Founder&CEO,Ascend.io(recovering CTO),Agenda,The Impact of Agentic Data Eng

2、ineering,1234,Current State of AI,Current State of Data Engineering,Building Agentic Data Platforms,The Impact of AgenticData Engineering,Productivity ImprovementsTeams build data products fasterImproved Business OutcomesTeams reduce costs&produce faster insightsReduction in Team BurnoutTeams experi

3、ence fewer incidents and spend less time on tedious maintenanceSkill Democratization Analysts can operate as Analytics Engineers.Analytics Engineers can operate like Data Engineers.,Deliver data faster,safey,&at scale.,The Current State of Data Engineering,Data Teams are Drowning,Productivity is the

4、#1 Priority for 2025,Automation Leads the Way,Welcome to the Future.Good Luck.,The Current State of AI,AI is Everywhere.,Software Development:Agents write and debug code up to 55%faster(Cursor)Marketing:Agents optimize campaign spend for 336%ROI boost(Albert AI)Support:Agents resolve+90%of inquiries

5、(ServiceNow)HR:Agents automate 90%of candidate engagement(Paradox)Sales:Agents qualify leads&book meetings for 50%faster sales cycles(Drift),How is it impacting Data Engineers?,Why is Data Engineering Behind?,What are agentic systems?,Agentic systems are comprised of autonomous,context-aware AI mode

6、ls that pursue outcomes by perceiving,reasoning,and taking action,without requiring human intervention at each step.,How agentic systems work,Agentic systems combine three core capabilities:Context-aware:They interpret data from their environment to make decis