Sec 01 · OverviewManaged AI Agent Operations · Food & Beverage
Your food and beverage AI agents,
run like production systems.
Nestack Agent Care operates the AI agents behind your sales and demand, plant and kitchen, and regulatory and trade work. We watch every run, from demand forecasts to menu labelling and traceability, so a wrong order or an unsupported menu claim is caught before it reaches a customer.
- Failure modes catalogued
- 123
- Agent playbooks
- 10
- Enterprise critical SLA
- 30 min
- Continuous agent operations
- 24/7
PlaybooksSection 02
Pick your agent
Choose from 10 food and beverage agent playbooks to see what each agent does, where it can fail, and how we keep it reliable, compliant, secure, and production-ready.
Link the key data elements your systems already capture to the events that trigger them, hold the file with its gaps marked, and let a named person decide whether it goes out.
Open Supply-chain traceability agents7 failure modes
Forecast at the level you actually order at, publish every forecast beside the simple baseline it had to beat, and hand the named planner the error they will own.
Open Demand-forecasting copilots7 failure modes
Capture the order line by line, price it from the card the customer is already on, and hold it for the person on the sales desk who accepts it or declines it.
Open Order-entry & sales-desk agents7 failure modes
Propose fresh orders inside the shelf-life assumptions your food-safety function owns, price waste and lost availability on every one, and hold the order for the manager who releases it.
Open Fresh-replenishment ordering agents7 failure modes
Find where a line loses time to changeovers, minor stops and unplanned downtime, name the revalidation each suggestion would trigger, and hold every proposal for the engineer who accepts it.
Open Line-performance & CIP-optimization copilots7 failure modes
Measure what a kitchen throws away, propose where it can be cut, and stop dead at any safety flag — the hold, the limit and the disposal call stay with the site manager.
Open Kitchen food-waste-reduction agents7 failure modes
Build promotional offers from a written plan, test each one against the terms open to competing customers of like grade and quality, and stop what cannot be offered proportionally.
Open Trade-promotion & retail-execution agents7 failure modes
Bind every consignment to the plots that produced it under Article 9(1)(d), score country risk against Implementing Regulation (EU) 2025/1093, and hold the statement for the person who lodges it.
Open Deforestation due-diligence agents7 failure modes
Anchor every figure on the Brewer's Report of Operations to the record behind it under 27 CFR 25.297, run the return and report clocks, and hold the package for the proprietor who signs.
Open Alcohol excise & operations agents7 failure modes
Attach each standard menu item to the recipe version its nutrient values were calculated from, mark the basis that has drifted, and hold the substantiation file for the two individuals who sign it.
Open Menu-labelling substantiation agents7 failure modes
Regulatory map
The rules your food and beverage agents answer to
Every failure mode in the Food & Beverage playbook is mapped to the rule it could breach. These are the 15 regulatory areas we watch, each with its citation.
- 01Allergen labeling & advice21 U.S.C. 343(w) · 21 CFR 117.135(c)(2) · FASTER Act, Pub. L. 117-112 failure modes
- 02HACCP records & pre-shipment review9 CFR 417.5 · 21 CFR 117.165(a)(4) · 9 CFR 416.132 failure modes
- 03Recalls & reportable food21 U.S.C. 350f(d) · 21 CFR 7.46(a) · 9 CFR 418.22 failure modes
- 04FSMA traceability21 CFR 1.1345(a) · 21 CFR 1.1350(a) · 21 CFR 1.1455(c)7 failure modes
- 05Food Code time & temperatureOhio Admin. Code 3717-1-03.4 · WAC 246-215-03526 · WAC 246-215-037008 failure modes
- 06Thermal processing & cold chain21 CFR 113.83 · 21 CFR 113.100(b) · 21 CFR 1.9084 failure modes
Sec 03 · Procedures
Onboard → Observe → Respond → Improve → Verify
We instrument your agents, watch them around the clock, turn incidents into fixes, verify that improvements hold, and deliver a monthly audit-ready scorecard your board or regulator can read.
When an agent misbehaves, nobody improvises — the crew flies the procedure.
Agent incident response
Applies: SEV-1 / SEV-2 / SEV-3
DetectEP-1
An alert, failed evaluation, guardrail event or human reviewer identifies a risky session. The case is acknowledged according to the applicable response target.
ContainEP-2Memory item
For a SEV-1 incident, pause the affected workflow, restrict the risky tool or move the agent into an agreed safe mode before full diagnosis. Containment authority is established during onboarding.
DiagnoseEP-3
Correlate the goal, retrieval, plan, workflow, task, tool, LLM, evaluation and guardrail records; identify the affected slice, classify the failure mode, and locate the earliest critical decision that caused the issue.
RemediateEP-4
Apply the relevant runbook and correct the affected prompt, workflow, tool configuration, data source or guardrail. Link the change to the originating evidence and verify the affected slice through targeted output, step or trajectory evaluations before restoring autonomy.
NotifyEP-5
Notify the client according to the agreed communication target. SEV-1 updates include affected agents, impacted sessions, containment status, probable source and next action.
LearnEP-6
Complete the post-incident review within five business days. Close the incident only after the failure mode, corrective action and verification evidence are recorded, and the relevant evaluation case, guardrail or runbook has been updated.
Nestack Agent Care contains the immediate risk, identifies the failed operational layer, verifies the corrective action, and converts the incident into reusable evidence for future monitoring and evaluation.
AI Agent Care pricing, made simple
Per agent. Per month. Pay only for the AI agents actively running in production.
Agent Care
Schedule your assessment call
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