Industries · Manufacturing

Exceptions resolved before the line stops.

MRP runs, work orders, quality and the dealer network after the gate: one governed system from plan to produce to service. Planners keep the calls that matter; agents clear the queue that doesn’t.

Plant & shop-floor appsBOM · routing · capacityISO 27001 · on-prem & hybridAudit trail to the step

01 Planning & MRP exceptions

Demand to supply plan to MRP run, with the morning’s exceptions ranked by consequence: line-stop risks first, reschedulable shortfalls after, noise resolved silently inside policy.

Planning agent resolves routine exceptions within policy and escalates line-stop risks with options. the planner releases the plan.

MRP runs · exception queue · what-if · capacity

02 Work orders & shop floor

Release to confirmation with routing steps, material issue, scrap capture and machine-level status: recorded at the station on terminals and phones, not re-keyed from paper at the end of the shift.

Shop-floor agent watches confirmations against takt and flags drift by station within the shift. supervisors decide the response.

station confirmations · scrap & rework · machine status

03 Quality & NCR

Incoming, in-process and final inspection plans; non-conformance with containment, disposition and CAPA chains: the paperwork that usually trails the part, generated as the part moves.

Quality agent drafts NCRs from inspection data and routes disposition to the right authority. quality engineers disposition.

inspection plans · NCR · CAPA · certificates

04 Dealer & service network

Dispatch, installation and warranty service through dealers and field teams: claims with evidence, spare-parts logistics and installed-base history per serial number.

Service agent validates warranty claims against installed-base history and drafts settlements. the network manager approves.

dealer portal · field app with geo · warranty · spares

The shop floor is the record

Confirmations, counts and inspections are captured at the station as the work happens, so the plan, the paperwork and the audit trail describe the same shift.

One thread from plan to claim

A warranty claim traces back through serial, work order, routing and lot, because everything ran on one platform, the thread already exists.

Runs where the machines are

On-premise and hybrid deployments keep latency-sensitive shop-floor traffic inside the plant while the network still gets one governed system.

In production with Mirza InternationalLivpureScimplify footwear · appliances · specialty chemicals

Deep-session preview · governed flows

Watch an order hit the line. Agents plan; the plant signs.

Two lanes from a live tenant: order to dispatch, and the quality loop that runs beside it. Every hop is a workflow step with an owner. Nothing moves off the record.

Plan-to-produce & quality · governed lanes run 5m1q · replayable

Lane 1 · order to dispatch

Order accepted

SO · INSERT

Planning agent

MRP · CAPACITY

Material short?

STOCK · LEAD TIME

Plant head

SCHEDULE SIGN-OFF

Produce & QC

BATCH · HOLD POINTS

Dispatched

GATE PASS · TRAIL

Lane 2 · quality & CAPA

NC raised

QC · LINE EVENT

Quality agent

8D DRAFT · CAPA

Recurring?

PARETO · 90 DAYS

Quality council

CAPA APPROVAL

Closed

EVIDENCE KEPT

Copilot · "hold dispatch for batches with open critical NCs and notify the plant head" Diff pending

The agent roster

Named agents, plant-floor guardrails.

every action: identity · role scope · policy version · trail

planning

Balances orders against capacity and material; proposes the week’s schedule.

the plant head signs

procurement-chase

Follows up POs, ASNs and inward gaps with suppliers.

buyers change terms

quality-capa

Drafts 8D reports; tracks CAPA actions to closure with evidence.

the council approves

maintenance-watch

Schedules preventive maintenance; turns breakdown patterns into alerts.

engineers dispatch

dealer-claims

Validates warranty claims against serial and service history.

the service head settles

safety-audit

Runs shop-floor audit checklists with photo proof and geo-stamps.

EHS closes findings

Agents inherit your enterprise hierarchy. An agent cannot read a record its assigned role cannot read, and every tool call is scoped, logged and attributable.

Run it as a dedicated session

The 90-minute Manufacturing deep dive.

This is a working session on your operation, not a slide walkthrough. The platform generates in front of your plant, quality and IT leads.

00–15

Your line

Walk us through one line’s plan-to-produce, and where planning, QC and dispatch live today.

bring: SOP, one product’s BOM

15–45

Generated live

The studio drafts the FRS, you approve it, and the flow is generated to a staging tenant in the room.

artifact: running staging app

45–70

Hold-point replay

We replay QC hold points, CAPA gates and the batch-level audit trail on what was just generated.

for: quality & plant heads

70–90

Deployment plan

Residency, PaaS or your VPC, integration map to ERP, MES and weighbridges, exit clause in writing.

for: CIO & infosec

Book the Manufacturing deep dive you keep the staging tenant

Bring one plant’s exceptions. See the queue clear itself.

Bring your MRP-exception or work-order process to a working session with an Amoga architect. We generate it, review the meta and deploy it to a tenant you keep.

Request Manufacturing demo

For your technical team

For your technical evaluation: on-prem and hybrid deployment, field and shop-floor apps on terminals and phones, durable execution under long-running orders, and integration contracts to your ERP.

Platform architecture: six planes →Durable execution & replayable audit →Security, compliance & data residency →