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Planning

Production Exception Agent

Monitors open production orders and resolves scheduling exceptions as they arise.

Monitors open production orders for scheduling exceptions, including missing components, capacity conflicts, slipped dates, and mid-run BOM or routing changes. For each exception, it identifies a resolution from available stock, open purchase orders, and capacity data, applies it where the path is clear, and escalates cases that require a trade-off against customer commitments.

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Rovo polls open production orders against the live production schedule and builds a prioritised exception list covering missing components, capacity conflicts, overdue dates, and mid-run BOM or routing changes. For each exception, it queries current stock levels, open purchase orders, supplier confirmations, and available capacity to determine a viable resolution path. Where the fix falls within defined decision boundaries, Rovo applies it directly in the planning system and updates the affected order. Cases that require a trade-off between customer commitments or exceed its authority threshold are packaged with the relevant data and routed to a human owner for decision. It repeats this cycle continuously across all open orders, keeping the exception list current as new deviations appear.

  • −30 to −50%

    MRP exception resolution time

    When production problems come up (missing parts, slipped dates, capacity conflicts), they get resolved in roughly half the time.

  • Monitors open orders for exceptions

    Reads the exception list on active production orders and categorizes each issue, covering missing components, capacity conflicts, slipped dates, and mid-run BOM or routing changes.

  • Identifies resolution options from live data

    Cross-references current stock levels, open purchase orders, supplier confirmations, and available capacity to determine a viable fix for each flagged exception.

  • Applies fixes where the path is clear

    Executes resequencing and schedule adjustments in the planning system for exceptions where a resolution is unambiguous and no customer commitment is at risk.

  • Escalates trade-offs to a human planner

    Routes exceptions that involve a conflict between customer commitments to a designated owner, with the relevant context attached for a final decision.

  1. Trigger

    Monitors open orders for exceptions

    Reads the exception list on active production orders and categorizes each issue, covering missing components, capacity conflicts, slipped dates, and mid-run BOM or routing changes.

  2. Step 1

    Identifies resolution options from live data

    Cross-references current stock levels, open purchase orders, supplier confirmations, and available capacity to determine a viable fix for each flagged exception.

  3. Step 2

    Applies fixes where the path is clear

    Executes resequencing and schedule adjustments in the planning system for exceptions where a resolution is unambiguous and no customer commitment is at risk.

  4. Resolution

    Escalates trade-offs to a human planner

    Routes exceptions that involve a conflict between customer commitments to a designated owner, with the relevant context attached for a final decision.

  • Exceptions resolved without planner intervention

    so that planners focus on trade-off decisions that require judgment, rather than working through a queue of fixable scheduling conflicts manually.

  • Slippage caught and resequenced while orders are still open

    so that customer delivery dates are protected and the cost of expediting or short-shipping is reduced.

Live read/write access to the ERP
Connects to the production planning system (e.g. Infor LN/M3/CloudSuite, Microsoft Dynamics 365, IFS Cloud, or SAP S/4HANA) to poll open production orders, read current stock levels, and write back resolved exceptions and resequenced schedules. Without this connection the agent cannot detect deviations or apply fixes.
Open purchase order and supplier data
Reads open POs and supplier confirmations from the ERP procurement module or a connected supplier portal. The agent uses this to determine whether inbound material can cover a missing component before escalating to a planner.
Live capacity and routing data
Reads work centre capacity, queue lengths, and routing definitions from the ERP or a connected MES (e.g. Infor Factory Track, Opcenter). Required to assess whether a capacity conflict can be resolved by resequencing or must be escalated.
BOM and routing change feed
Monitors engineering change notifications from the PLM or ERP bill-of-materials module (e.g. Infor LN engineering, SAP S/4HANA PLM). Without this feed the agent cannot detect mid-run BOM or routing changes and will miss a class of exceptions entirely.