CPG manufacturers run some of the world's largest supply chains—thousands of suppliers, hundreds of plants, and global distribution networks. Yet most still manage food safety and compliance with fragmented legacy systems and siloed data. Those blind spots slow compliance, raise recall risk, and erode consumer trust—just as regulations like the FDA Food Safety Modernization Act (FSMA) raise the bar. Consumers want transparency. Regulators demand it. The question isn't whether to invest in traceability—it's how fast you can close the gap.

Over lunch, a top-50 global CPG shares its journey building AI-powered traceability platforms that deliver enterprise-wide transparency, from raw-material origin to final delivery. The conversation then widens to the full supply-chain agenda: demand and supply planning, resilience, and the "factory of the future," all powered by AI transformation on AWS.

The takeaway: traceability is the entry point, not the destination. The same AWS data foundation that delivers farm-to-shelf transparency also unlocks resilient planning, faster compliance, and autonomous operations.

CPG manufacturers run some of the world's largest supply chains—thousands of suppliers, hundreds of plants, and global distribution networks. Yet most still manage food safety and compliance with fragmented legacy systems and siloed data. Those blind spots slow compliance, raise recall risk, and erode consumer trust—just as regulations like the FDA Food Safety Modernization Act (FSMA) raise the bar. Consumers want transparency. Regulators demand it. The question isn't whether to invest in traceability—it's how fast you can close the gap.

Over lunch, a top-50 global CPG shares its journey building AI-powered traceability platforms that deliver enterprise-wide transparency, from raw-material origin to final delivery. The conversation then widens to the full supply-chain agenda: demand and supply planning, resilience, and the "factory of the future," all powered by AI transformation on AWS.

The takeaway: traceability is the entry point, not the destination. The same AWS data foundation that delivers farm-to-shelf transparency also unlocks resilient planning, faster compliance, and autonomous operations.

CPG manufacturers run some of the world's largest supply chains—thousands of suppliers, hundreds of plants, and global distribution networks. Yet most still manage food safety and compliance with fragmented legacy systems and siloed data. Those blind spots slow compliance, raise recall risk, and erode consumer trust—just as regulations like the FDA Food Safety Modernization Act (FSMA) raise the bar. Consumers want transparency. Regulators demand it. The question isn't whether to invest in traceability—it's how fast you can close the gap.

Over lunch, a top-50 global CPG shares its journey building AI-powered traceability platforms that deliver enterprise-wide transparency, from raw-material origin to final delivery. The conversation then widens to the full supply-chain agenda: demand and supply planning, resilience, and the "factory of the future," all powered by AI transformation on AWS.

The takeaway: traceability is the entry point, not the destination. The same AWS data foundation that delivers farm-to-shelf transparency also unlocks resilient planning, faster compliance, and autonomous operations.

CPG manufacturers run some of the world's largest supply chains—thousands of suppliers, hundreds of plants, and global distribution networks. Yet most still manage food safety and compliance with fragmented legacy systems and siloed data. Those blind spots slow compliance, raise recall risk, and erode consumer trust—just as regulations like the FDA Food Safety Modernization Act (FSMA) raise the bar. Consumers want transparency. Regulators demand it. The question isn't whether to invest in traceability—it's how fast you can close the gap.

Over lunch, a top-50 global CPG shares its journey building AI-powered traceability platforms that deliver enterprise-wide transparency, from raw-material origin to final delivery. The conversation then widens to the full supply-chain agenda: demand and supply planning, resilience, and the "factory of the future," all powered by AI transformation on AWS.

The takeaway: traceability is the entry point, not the destination. The same AWS data foundation that delivers farm-to-shelf transparency also unlocks resilient planning, faster compliance, and autonomous operations.

CPG manufacturers run some of the world's largest supply chains—thousands of suppliers, hundreds of plants, and global distribution networks. Yet most still manage food safety and compliance with fragmented legacy systems and siloed data. Those blind spots slow compliance, raise recall risk, and erode consumer trust—just as regulations like the FDA Food Safety Modernization Act (FSMA) raise the bar. Consumers want transparency. Regulators demand it. The question isn't whether to invest in traceability—it's how fast you can close the gap.

Over lunch, a top-50 global CPG shares its journey building AI-powered traceability platforms that deliver enterprise-wide transparency, from raw-material origin to final delivery. The conversation then widens to the full supply-chain agenda: demand and supply planning, resilience, and the "factory of the future," all powered by AI transformation on AWS.

The takeaway: traceability is the entry point, not the destination. The same AWS data foundation that delivers farm-to-shelf transparency also unlocks resilient planning, faster compliance, and autonomous operations.