The Governed Enterprise: An AI Governance Playbook for Consumer Goods

Your company is already running on AI. Your governance hasn't caught up.

Marketing teams draft with generative AI. Planning systems surface recommendations no one fully audits. Co-manufacturers deploy AI on their production lines. Agentic AI, software that takes actions on its own, now operates inside enterprise systems with authority no one formally granted. The tools arrived faster than the oversight. That gap between what consumer goods companies have deployed and what they actually govern is the central risk facing the industry.

The Governed Enterprise is the first AI governance playbook written specifically for consumer goods, from food and beverage to cosmetics, pet food, and household products, and the compliance issues each one faces. Written for CEOs, CIOs, and the VPs and directors who run consumer packaged goods (CPG) operations, it treats AI governance as the discipline that lets a company adopt AI at scale without breaking the business.

This is governance built for how CPG actually works. It addresses food safety and allergen liability, retailer relationships, co-manufacturer complexity, and plant-floor realities, and it takes each category's regulatory weight on its own terms: FDA and FSMA for packaged food, AAFCO for pet food, FTC substantiation for wellness and cosmetic claims, and GFSI schemes such as SQF across the supply chain. Every framework is grounded in consumer goods operations rather than borrowed from a generic technology template.

Inside is what to actually do: how to stand up an AI governance committee with real authority; who owns AI risk and how accountability gets assigned; policies that hold up on the plant floor and not only on paper; circuit breakers, kill switches, and spend-authority limits for agentic AI; how to govern AI across marketing, supply chain, manufacturing, finance, and HR; how to defend against AI-powered cyber threats; and how to measure progress through risk assessment, monitoring, incident response, and a governance maturity model.

Robin Horstmann is a technology leader in consumer packaged goods, currently implementing agentic AI for accounting and manufacturing and building the foundations it runs on. She has run technology inside the industry for twenty years, which is why this is written from operations rather than theory.

Generative and agentic AI will rewrite how consumer goods companies operate and make decisions. The question isn't whether to adopt it. It's whether your organization can govern it before something breaks.

Winner of the Literary Titan Gold Book Award.