Connect what the factory knows to what the customer has been promised.
Production can be progressing while dispatch remains uncertain. Material location, quality clearance, packing and the delivery commitment need to be understood together.
Manufacturing Production & Dispatch Control Platform connects customer orders to manufacturing lots, outside-processing jobs, QC records and corrective actions. Its exception-analysis workflow examines which quantities are outstanding, where they are and what work remains before shipment.
The workspace uses locally stored operational records and has no external accounting, vendor or communication integrations.
- Solution
- Bespoke production & dispatch coordination software
- Factory context
- Ludhiana · one facility · two production shifts
- Business scale
- Operations for a manufacturing team
- Primary users
- Production managers, supervisors, QC, Sales and Dispatch teams
- Services
- Custom software development · Manufacturing workflow automation · Operational intelligence · UI/UX design
- Technology
- Next.js · React · TypeScript · Rules-based exception analysis · Dexie / IndexedDB
A focused production ledger.
Order Operations provides the consolidated view of customer orders, production quantities, committed dispatch times and current exceptions. Order Detail & Exception Review holds the lots, vendor work, inspection requirements and follow-ups behind each entry.
The interface takes its cues from factory registers and engineering documentation: a graphite utility header, warm neutral surfaces, aligned quantities and restrained orange accents. The emphasis is on the orders and decisions requiring attention.
Produced, available and ready to ship are different positions.
A batch may be physically manufactured but remain at an outside processor. Material can return to the factory and still need final inspection. QC-cleared pieces may not yet be packed, and available stock may not satisfy the customer's full-shipment requirement.
Those distinctions are easy to lose when production sheets, vendor conversations, QC records and Sales commitments are managed separately. Five needs shaped the application:
Connected order information
Bring the customer commitment, production lots, outstanding operations and current exceptions into one record.
Outside-processing visibility
Distinguish quantities sent, expected returns, vendor confirmations and actual material receipts.
QC planning with context
Evaluate eligible material, inspection capacity, reservations and rejected quantities against the remaining working window.
Commercial commitments kept visible
Give Sales the recorded production position before a doubtful dispatch promise becomes a customer surprise.
Accountable corrective actions
Associate a follow-up with its order, issue, owner, due time and outcome.
The question is how much can be dispatched, and what still needs to happen.
1,200 brackets. A full-dispatch promise. Several outstanding requirements.
SO-1042 belongs to Mitra Cycles & Assemblies, with customer PO MCA/PO/26-184. The order is for 1,200 rear carrier mounting brackets, SKU RC-42, made from mild steel with a zinc-plated finish.
The displayed workflow tracks a commitment for Friday, 16 October 2026, before 16:00 IST, with production and sales responsibilities assigned. The fulfilment terms require the full order to be dispatched together.
SO-1042 / 1,200 pieces / full-dispatch requirement
At the initial checkpoint, 780 pieces have passed final QC. Another 210 are waiting for inspection, while 210 remain at the outside plating vendor. The return is expected on Thursday, but its timing has not been confirmed.
The order is assessed as At Risk because the return, remaining inspection and packing work still need to fit the commitment. This identifies uncertainty and outstanding work; it does not establish that the order is already late.
Seven manufacturing stages, tracked by lot.
- Material issued
- Press forming
- Deburring
- Outside plating
- Final QC
- Packing
- Dispatch
The route describes the product's required operations. It does not imply that all 1,200 pieces occupy the same stage at the same time. Lots and quantities carry the actual production position.
Account for the whole order without counting the same pieces twice.
780 QC cleared + 210 awaiting QC + 210 outside plating = 1,200 ordered.
| Production lot | Quantity | Current stage |
|---|---|---|
| L-1042-A | 600 pcs | QC cleared |
| L-1042-B | 180 pcs | QC cleared |
| L-1042-C | 210 pcs | Awaiting final QC |
| L-1042-D | 210 pcs | Outside plating |
The first two lots account for the 780 accepted pieces. L-1042-C is available for inspection; L-1042-D must return from plating first. Describing the order as 65% QC cleared is useful, but that percentage does not establish dispatch readiness.
Compare the record states below. Receipt changes where material is available, QC results change its accepted quantity, and packing creates another distinct record. None of these actions records dispatch by itself.
1,200 mounting brackets
Mitra Cycles & Assemblies · 16 October, before 16:00 IST- QC cleared
- 780 pcs
- Awaiting final QC
- 210 pcs
- Outside plating
- 210 pcs
420 pieces still need QC; 210 remain outside the factory. Packing is outstanding.
A return must reflect what actually arrived.
If all 210 pieces return from plating, that lot can move to Awaiting Final QC. If only 200 return, the remaining 10 stay outstanding against the outside-processing job. The system must preserve the short receipt instead of assuming every piece sent has come back.
Accepted and rejected quantities reconcile to the inspected quantity. Inspection cannot exceed eligible material, packing cannot exceed available accepted stock, and dispatch cannot exceed eligible packed and approved quantities.
Use the shop-floor update. Check it against the ledger.
Production Supervisor Gurpreet Gill records the update on 14 October 2026 at 13:42 IST:
SO-1042: 780 pieces cleared. 210 pieces awaiting QC. Remaining 210 delayed at outside plating. Expected return Thursday.
The review extracts the order reference, reported quantities, stages and expected date. It then retrieves the corresponding lots and outside-processing records. A conflicting reported quantity must be flagged for review rather than silently replacing the ledger.
Reported information
What the supervisor entered, with the original message and its context retained.
Recorded production information
What the lot, receiving and QC registers currently establish.
Planning assumptions
Expected return dates, capacity estimates and proposed working windows.
Confirmed developments
Vendor confirmations and recorded operations, each with its own source and meaning.
Explain the risk through the outstanding work.
The exception engine compares reconciled quantities, material availability, outside-processing status, QC workload, packing requirements and working windows with the original dispatch cut-off. For SO-1042, 420 pieces still need final QC, and only 210 are presently available.
The immediate priorities are to confirm the plating return, review suitable QC capacity and make Sales aware of the potential risk. The explanation names the evidence and dependencies instead of inventing a probability of late delivery.
A confirmed plan improves visibility. Physical work still needs to happen.
Outside-processing job OSP-261014-07 links L-1042-D to Grewal Surface Treatments in Dhandari Kalan, Ludhiana. The record contains 210 pieces sent for zinc plating on 13 October 2026, with an expected return on 15 October and confirmation initially pending.
The follow-up, Confirm plating return and QC completion plan, is assigned to Harpreet Singh with high priority. It remains connected to the order, vendor and outstanding quantity. An equivalent open assignment can be revisited rather than duplicated.
Explore the six stages below. Each includes a relevant application capture that can be enlarged to inspect the full page and its operational details.
Keep the shop-floor report and its context.
Gurpreet Gill's update reports 780 pieces cleared, 210 awaiting QC and 210 delayed at outside plating, with an expected Thursday return. The review identifies SO-1042 and retains the original note, author and timestamp.
- Reported order
- SO-1042 · Rear Carrier Mounting Bracket
- Source
- Gurpreet Gill · 14 October 2026, 13:42 IST
- Return information
- Thursday estimate; confirmation not recorded
A supervisor's update informs the review without automatically overwriting the production ledger.
Collection readiness is not receipt.
In this workflow, the vendor later confirms readiness for collection at 17:30 on Thursday, 15 October. That reduces uncertainty about timing, while the material remains outside until its actual receipt is recorded.
QC capacity needs an available working window.
The configured QC-02 line has a practical capacity of 240 pieces per working day before existing reservations. The remaining workload is 420 pieces across L-1042-C and L-1042-D, with the second lot dependent on its return.
A plan could reserve Thursday inspection for the available lot and Friday inspection for returned material, conditional on arrival and capacity. Reservations must account for other orders, and sufficient packing time still needs to remain before the 16:00 commitment.
Recording a vendor confirmation or reserving QC capacity completes a coordination action. It does not complete a manufacturing operation, and the order can remain at risk after those follow-ups are done.
QC clearance, packing, authorisation and dispatch remain separate.
Accepting all 210 pieces in L-1042-C increases QC-cleared stock from 780 to 990. After L-1042-D is received and its 210 pieces pass inspection, the cleared balance becomes 1,200. Packing, documentation and transport preparation remain distinct requirements.
SO-1042's full-dispatch condition means the initial 780 accepted pieces do not automatically authorise a partial shipment. A change to fulfilment terms requires the appropriate recorded approval and customer agreement where applicable.
The original dispatch promise stays visible. An authorised revision records its reason and preserves the original commitment, so changing a date cannot erase the history of an order's outlook.
Keep Sales connected to the same facts.
Neha Arora can prepare an order-linked customer update describing the accepted quantity, outstanding processing and original commitment. The draft should reflect the known position without inventing a revised date or presenting an estimate as vendor-confirmed information.
Correspondence remains editable and subject to internal approval. Without an external communication service, an approved message stays in the internal outbound worklist; it is not recorded as a sent email or WhatsApp message.
Reassess the exception as the work changes.
Vendor confirmation, material receipt, inspection, packing and actual dispatch each change different parts of the record. The analysis must evaluate the remaining work and time rather than automatically improving the risk classification after every administrative action.
When dispatch is recorded, its quantity, date, transport reference, internal note and responsible staff member update the fulfilment position. Earlier exceptions, decisions and follow-up outcomes remain associated with the order.
Other orders require different responses
SO-1043 · Production complete
QC and packing are complete. The appropriate focus is dispatch readiness, rather than another production-risk alert.
SO-1044 · Production underway
180 units remain in production, with more lead time. Incomplete work alone does not establish a missed commitment.
SO-1047 · Quality rejection
Rejected material requires rework and an assessment of accepted quantities and the remaining schedule.
SO-1050 · Packing uncertainty
Sufficient production quantities can coexist with an unresolved packing-material requirement.
Quantity accounting and workflow decisions share the same domain rules.
Next.js, React and TypeScript support the production ledger, order workspace and contextual forms. The domain layer governs orders, lots, outside processing, inspections, packing, dispatch, exceptions and follow-up actions.
Receipts and inspection results affect material location, accepted balances and the next eligible operations. Those changes need shared domain services and transactions so the board, order record and exception analysis continue to agree.
Presentation
Order ledger, exception workspace, task drawers and focused operational forms
Next.js / React / TypeScriptDomain & analysis
Lot accounting, permitted movements, capacity assumptions and dispatch findings
Deterministic business rulesRecords & history
Orders, lots, inspections, vendors, exceptions, tasks and dated activity
Dexie / IndexedDBNon-overlapping quantities and operational constraints
Current lot allocations must reconcile to the order. The same unit cannot occupy outside plating and internal QC simultaneously. Accepted stock cannot exceed inspected quantities, packing cannot exceed available accepted stock, and dispatch cannot exceed packed and authorised quantities.
Partial receipts, QC rejections and rework remain visible in the ledger instead of silently contributing to accepted stock or completed fulfilment.
Rules-based assessment and optional language-model interpretation
The specified core uses deterministic rules to reconcile quantities, evaluate outstanding work and explain exceptions. The analysis is separate from the interface so capacity assumptions and risk criteria can be maintained consistently.
Optional language-model interpretation can assist with incoming production updates. It does not replace the ledger, quantity reconciliation or business constraints, and unsupported output must remain subject to validation and review.
Local persistence and a shared factory deployment
Dexie and IndexedDB retain browser-local orders, products, lots, inspections, vendors, exceptions, tasks and activity records. Repositories keep data operations separate from presentation components.
A multi-user factory deployment needs appropriate centralised infrastructure, authentication, access controls, shared operational state, backups and validated integrations. Browser-local persistence does not independently provide those capabilities.
Supporting implementation and verification tools
The specified supporting stack includes Tailwind CSS and Radix UI for responsive interfaces, Zod for structured validation, React Hook Form for operational forms and date-fns for production dates. Vitest and Playwright are the specified tools for domain, quantity-rule and end-to-end verification.
This approach to custom software development keeps business process automation grounded in the operation's records and requirements.
Clearer quantities. Earlier questions. More accountable follow-through.
The intended value comes from connecting factory-floor information to the decisions needed to support a customer commitment. The design supports:
A connected production picture
Orders, lots, outside-processing jobs, inspection results and dispatch requirements share a common context.
More precise quantity tracking
Material location, QC status, accepted stock, packing and shipment remain distinguishable.
Visible reasons for dispatch risk
Outstanding dependencies and uncertain assumptions explain why a commitment needs attention.
Vendor and QC coordination
Return information and inspection reservations stay associated with the lots they affect.
Accountable corrective actions
Follow-ups carry an owner, priority, due time and retained outcome rather than becoming disconnected reminders.
Customer communication with context
Sales can review the latest production position and keep drafts separate from approval and delivery.
The case study presents the specified engineering approach and intended benefits, without claiming a verified client deployment, measured throughput improvement or guaranteed on-time dispatch.
Make the relationships visible.
Make the next decision better informed.
For Thalenor, the project shows how production quantities, external processors, quality requirements and customer commitments can be brought into one coherent operational system.
A few practical questions.
What is production and dispatch management software?
It connects customer orders, production lots, outside-processing work, quality inspection, packing and dispatch commitments. Staff can follow how much of an order has completed each requirement and what still needs to happen before shipment.
How can manufacturing software identify dispatch risks?
It compares outstanding quantities, vendor return information, QC workload, packing requirements and available working windows with the committed dispatch time. Findings depend on current operational records and should identify uncertainty rather than invent a probability of delay.
What is outside-processing or job-work management?
It tracks material sent to external specialists for work such as plating or finishing. The record connects the vendor, lot, quantity sent, expected return, confirmation and actual receipt so outsourced work can be coordinated with internal production.
How does production exception management differ from a manufacturing ERP?
The platform focuses on order progress, exceptions and the actions needed to support dispatch commitments. It does not attempt to replace accounting, procurement, payroll or a complete ERP. Production integrations and shared infrastructure are separate deployment requirements.
Does the platform require AI to analyse production delays?
Its specified core uses deterministic rules for quantity reconciliation, exception assessment and business constraints. Optional language-model interpretation can assist with production updates, but reported information must still be checked against the records and reviewed appropriately.
Why is batch-level quantity tracking important?
Lots within one customer order can occupy different stages at the same time. Tracking them separately distinguishes outside material, items awaiting QC, accepted and rejected quantities, packing and shipment. A single completion percentage cannot establish dispatch readiness.