Industry agent in preparation: Manufacturing, food and agribusiness
Run the plant on governed AI.MeshMake is ASG™, the Arrochar Superintelligence Guardrails, packaged for manufacturing, food and agribusiness.
The suite packaged for the operations of a manufacturer, a food processor or an agribusiness: orders and production planning, supply and grower contracts, quality and food safety, traceability and recall, maintenance, workforce and site safety, environmental and biosecurity obligations and the reporting a food, chemicals or export regulator expects, as governed AI agents that never release a batch or override a safety control.
For manufacturers, food and beverage processors, grain handlers, meat processors, chemical and fertiliser producers, agribusinesses and the food safety, biosecurity and environmental regulators they report to.
What exists today, and what does not
This package is named and its scope is written. The service catalogue, the service pages, the agents, the gates and the evidence records are not yet built, and nothing runs for a customer. The rails it will run on, AIG Sentinel and Meshbone, exist today and are the same rails MeshGov runs on. When the first service is built we will say which one, and until then the status on this page stays as it is.
What the MeshMake catalogue is being written to cover
The operations of manufacturing, food and agribusiness, as governed AI services. Each line below will become one or more services in the catalogue, with its own page naming the agents, the decisions that stay with a person, the records it keeps and the standards it is mapped to. Until then this is scope, not a product.
- Orders, production planning and scheduling: demand, the plan, the changeover and the exceptions raised for a planner to decide
- Supply, grower and livestock contracts: terms, deliveries, grading, pricing and the payments reconciled against them
- Quality and food safety: specifications, test results, non-conformances, holds and the batch release signed by a qualified person
- Traceability and recall: lot genealogy from farm gate or raw material to customer, and the recall run within the regulator's time limits
- Maintenance and asset reliability: work orders, inspections, calibration and the shutdown plan
- Workforce, contractors and site safety: inductions, competencies, permits to work, incidents and the statutory notifications
- Environmental, dangerous goods and biosecurity obligations: licences, monitoring, exceedances, manifests and the record of compliance
- Reporting to the food, chemicals and export regulators, the customers' audit schemes and the board, from one evidence chain
The baseline we expect to align to
We expect to align plant operations to ISA-95 for the boundary between enterprise and control systems, traceability and product identification to the GS1 standards, food safety to Codex HACCP and the ISO 22000 series as the schemes customers audit against, and asset management to ISO 55001, and to take each jurisdiction's food standards, chemicals, dangerous goods, biosecurity and export legislation as the policy source. Arrochar Labs is not a GS1 or ISO member, and neither has reviewed anything here. MeshMake is an operations package. It will not release a batch, change a recipe or a process set-point, or override a safety control, and no service in the catalogue will be written to. The choice of baseline is not final and will be stated on the service pages when the catalogue is published.
The same way as MeshGov and MeshFin
Every industry agent follows one formula. AIG Sentinel defines the policy, Meshbone enforces it at run time, Nanolitte carries the controls into reusable service templates, Databallast controls what data the agents may access, agentVIKING™ guards every agent, and the evidence chain records what happened. The catalogue for this industry will name its services, the decisions that stay with a person, and the standards it is mapped to, service by service, exactly as the MeshFin catalogue does for banking. Once the catalogue is published, MeshAgentDesigner shapes the pack to one organisation: by watching the work, by reading a drawing, or by configuration.
How it fits together
A complete suite of AI governance agents. An architecture that makes them accountable.
Each part of ASG™ does one job, in order, and hands the next part something it can check. That is the difference between building AI agents and running them so an auditor, a regulator or a minister can see what happened.
Before the first build, Orbit Roadmaps finds where AI creates value and profiles the risk.
After it, Execdive turns what the chain recorded into plain-language insight for executives.
Policy, enforcement, templates, data, controls, evidence. Then services.
This describes the architecture, not what every deployment runs today: 5 of the 27 agentVIKING™ controls are still in development.
- AIG Sentineldefines policy
- Meshboneenforces policy at run time
- Nanolittecarries the controls into reusable service templates
- Databallastcontrols what data the agent may access
- agentVIKING™is the control set across every agentAcross every step
- Evidence chainrecords what happened
- MeshGovuses the whole thing for government services
- MeshFinuses the whole thing for banking and financial services
The other industry packages
Shape the catalogue with us
If you run operations in this industry and want to see your own services on the list, talk to us. Early conversations decide which services are built first.
Talk to us about MeshMake