人工智能、生物传感器及其他.pdf

1、AI,BIOSENSORS,AND BEYOND:The Future of Food Safety LeadershipPresent by:Dom MitialVP of Food Safety MY ANCHORA QUESTION FOR THE ROOMHow long before the CEO knows?01How confident are you the data is real-time?02Is the decision pathway clear?03If a contamination event occurred tomorrowTHE 6-HOUR WINDO

2、W8:00 AMProduct leaves facility11:00 AMFirst illness reported1:00 PMSocial mentions spike2:00 PMRegulatory inquiry begins4:00 PMMedia escalationRISK HAS COMPRESSED PRODUCTION IS CONCENTRATED DISTRIBUTION IS GLOBAL AND IMMEDIATE REPUTATIONAL IMPACT IS ACCELERATED REGULATORY EXPOSURE CROSSES BORDERSSC

3、ALE HAS OUTPACED GOVERNANCE Periodic audits Lagging indicators Reactive CAPAsAre no longer sufficient under scale.AI IN CONTEXT Pattern detection Signal aggregation Predictive modelingAI enhances visibility governance enables action.BIOSENSORS IN CONTEXTDetection speed is acceleratingDetection does

4、not equal controlLeadership velocity must match signal velocityCERTIFICATION PROTECTS OPTICS.GOVERNANCE PROTECTS ENTERPRISE VALUE.Real-time environmental intelligence Executive dashboards Supplier risk visibility Clear escalation pathwaysWE ARE STANDING AT AN INFLECTION POINTScale is increasingPubli

5、c scrutiny is intensifyingRegulation is tighteningTechnology is acceleratingTHE NEW FOOD SAFETY LEADER Risk interpreter Governance architect Cross-functional integrator Executive advisorTHE BOARD-LEVEL MANDATE HOW FAST DO WE DETECT?HOW FAST DO WE DECIDE?HOW FAST DO WE COMMUNICATE?ARE WE RESILIENT UNDER SCALE?THE FUTURE OF FOOD SAFETY LEADERSHIPWill not be defined by who installs AI first.It will be defined by who redesigns governance before crisis forces the change.