Food & Beverage AI Agents,
Monitored for Safety

1. Target

   Allergen, ingredient and cross-contact responses in consumer, ordering and supplier channels

2. Trigger

   Allergen query cannot be resolved against the current verified label and spec database

3. Action — enforced

   Platform refuses to improvise, quotes only the verified declaration, and flags voice orders carrying allergy modifiers for confirmation

4. Human override

   None — cannot be overridden in session

Logged evidenceQuery id · SKU and label version · declaration served · refusal code · timestamp

1. Target

   Certificates of analysis, supplier specs, invoices and inbound email parsed by procurement and QA agents

2. Trigger

   Directive-shaped content detected inside an inbound document during extraction or retrieval

3. Action — enforced

   Platform neutralizes the content to inert text, quarantines the document, and completes tasks from trusted records

4. Human override

   None — cannot be overridden in session

Logged evidenceDocument hash · detection pattern · quarantine id · parser version · timestamp

1. Target

   CCP monitoring logs, cooling curves and temperature records feeding HACCP summaries

2. Trigger

   Any raw reading beyond a critical limit inside the summarized window

3. Action — enforced

   Platform blocks the compliant verdict, surfaces the raw excursion, and opens a corrective-action task for QA

4. Human override

   QA manager — disposition the excursion in the HACCP corrective-action record

Logged evidenceLog ids · excursion values · critical limits version · CA task id · timestamp

1. Target

   Recall batch lists, date ranges and distribution scopes drafted for regulators and trade partners

2. Trigger

   Proposed scope diverges from one-step-back one-step-forward traceability records

3. Action — enforced

   Platform holds the scope, reconciles against lot and shipment ledgers, and requires QA confirmation to publish

4. Human override

   Recall coordinator — confirm scope in the traceability system of record

Logged evidenceRecall id · batch list hash · ledger versions · reconciliation diff · confirmer identity · timestamp

1. Target

   Cooking, cooling, holding and shelf-life answers across consumer and operator channels

2. Trigger

   Answer lacks a citation to current FSMA or FSANZ controlled documents

3. Action — enforced

   Platform refuses generation, serves the controlled-document value verbatim, and links the source revision

4. Human override

   Food safety lead — publish the value into the controlled document set

Logged evidenceQuery id · document id and revision · served value · refusal code · timestamp

1. Target

   Dilution, contact-time and surface-compatibility answers for cleaning and sanitising chemicals

2. Trigger

   Requested chemical, concentration or surface pairing absent from approved SDS and protocol data

3. Action — enforced

   Platform blocks the improvised value, serves the approved protocol, and escalates novel pairings to the sanitation chemist

4. Human override

   Sanitation chemist — approve the pairing into the protocol library

Logged evidenceChemical id · protocol version · served values · escalation id · timestamp

1. Target

   Recipes, formulations, process parameters and supplier pricing inside customer and supplier conversations

2. Trigger

   Response would carry formulation content beyond the public specification tier

3. Action — enforced

   Platform redacts the span, answers from public specifications, and logs the exposure attempt

4. Human override

   Commercial director — release under an executed NDA recorded in the contract system

Logged evidenceConversation id · redacted span hash · classification tier · NDA reference · timestamp

1. Target

   Consumer chat, recipe bots and marketing copy touching health, nutrition and medical topics

2. Trigger

   Response candidate makes a therapeutic, disease or personalized dietary claim

3. Action — enforced

   Platform suppresses the claim, restates approved on-label statements, and refers health questions to qualified professionals

4. Human override

   Regulatory affairs lead — approve the claim into the substantiated-claims register

Logged evidenceMessage id · claim text hash · register version · suppression code · timestamp

1. Target

   Complaint intake across chat, voice, reviews and social channels mentioning illness or injury

2. Trigger

   Classifier detects illness, allergic reaction or foreign-object language in any inbound contact

3. Action — enforced

   Platform locks automated closure, opens a food-safety case, and pages the on-call quality contact

4. Human override

   Quality on-call manager — close with a documented investigation disposition

Logged evidenceContact id · classifier verdict · case id · page acknowledgement · disposition · timestamp

1. Target

   Prices, promotions, menu items and policies quoted in owned and third-party AI channels

2. Trigger

   Quoted offer or policy lacks a match in the approved commercial feed

3. Action — enforced

   Platform blocks the statement, quotes the approved feed only, and issues corrections for detected third-party inventions

4. Human override

   Brand commercial manager — publish the offer to the approved feed first

Logged evidenceStatement hash · feed version · block or correction id · channel · timestamp