How do I set up a settlement platform for tracking deliveries, invoices, and counterparty records in our grain workflow?

Here’s a practical way to set up a settlement platform for a grain workflow so you can track deliveries, invoices, counterparty records, and settlement status in one place.

1) Define the core workflow

Start by mapping the lifecycle of a grain transaction:

1. Contract / deal created
2. Counterparty confirmed
3. Delivery scheduled
4. Delivery received / weighed / graded
5. Invoice generated
6. Settlement approved
7. Payment made / received
8. Reconciliation and archive

Your platform should store each step as a linked record so you can trace any delivery back to the contract and counterparty.

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2) Set up the key data objects

At minimum, create these entities:

A. Counterparty

Store one record per seller, buyer, broker, transporter, or warehouse. Recommended fields:

• Counterparty ID
• Legal name
• Trading name
• Type: buyer / seller / broker / warehouse / carrier
• Contacts
• Billing address
• Tax/VAT details
• Bank details
• Credit limit
• Approval status
• Status: active / suspended / closed

B. Contract / Trade

This is the commercial agreement. Recommended fields:

• Contract ID
• Counterparty IDs
• Commodity
• Grade/specification
• Quantity
• Price basis
• Incoterms / delivery terms
• Delivery window
• Currency
• Payment terms
• Contract status

C. Delivery / Shipment

This captures physical movement. Recommended fields:

• Delivery ID
• Contract ID
• Load date
• Truck/railcar/vessel reference
• Origin / destination
• Gross weight
• Tare weight
• Net weight
• Grade results
• Delivery status
• Warehouse receipt / scale ticket number
• Variance flags

D. Invoice

Recommended fields:

• Invoice ID
• Contract ID
• Delivery ID(s)
• Invoice date
• Quantity invoiced
• Price
• Deductions / premiums
• Taxes
• Total amount
• Due date
• Status: draft / issued / disputed / paid / overdue

E. Settlement

This is the financial outcome. Recommended fields:

• Settlement ID
• Invoice ID
• Amount due
• Amount paid
• Payment date
• Payment method
• Balance remaining
• Settlement status
• Dispute reason, if any

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3) Build the relationships

The most important part is linking the records:

• Counterparty → Contracts
• Contract → Deliveries
• Delivery → Invoice
• Invoice → Settlement / Payment
• Counterparty → Payments / disputes / credit notes

This allows:

• delivery-to-invoice matching
• contract fulfillment tracking
• counterparty exposure monitoring
• aging and overdue settlement reporting

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4) Add workflow statuses

Use simple statuses to make the process visible.

Contract

• Draft
• Confirmed
• Partially delivered
• Delivered
• Closed
• Cancelled

Delivery

• Planned
• In transit
• Received
• Graded
• Rejected
• Matched

Invoice

• Draft
• Submitted
• Approved
• Disputed
• Paid
• Written off

Settlement

• Open
• Partially settled
• Settled
• Overdue

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5) Include validation and controls

Grain settlement often fails because of mismatched weights, grades, or missing documents. Add validation rules such as:

• Delivery cannot be invoiced unless a valid scale ticket exists
• Invoice quantity must match approved delivery quantity within tolerance
• Grade discounts/premiums must follow contract terms
• Counterparty must be approved before settlement
• Payment cannot be released if invoice is disputed
• Credit exposure cannot exceed approved limit without authorization

Also keep an audit trail for:

• edits
• approvals
• overrides
• dispute resolution
• payment changes

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6) Create exception handling

Your platform should flag exceptions like:

• missing delivery documents
• quantity discrepancies
• quality/grade mismatches
• duplicate invoices
• overdue payments
• settlement shortages
• rejected loads
• inactive counterparties

Use a queue or dashboard for unresolved exceptions so operations and finance can review them quickly.

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7) Reporting and dashboards

Build operational views for:

Operations dashboard

• deliveries scheduled vs completed
• open loads
• unmatched deliveries
• rejected loads

Finance dashboard

• invoices issued
• invoices pending approval
• overdue invoices
• cash due this week
• settlements completed

Counterparty dashboard

• total delivered
• total invoiced
• total paid
• open balance
• disputes
• credit utilization

Reconciliation dashboard

• delivery-to-invoice match rate
• invoice aging
• settlement discrepancies
• unmatched transactions

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8) Decide on the system architecture

You can implement this in several ways:

Option A: Configure an ERP / commodity platform

Best if you want speed and standard financial controls. Examples:

• SAP
• Microsoft Dynamics
• Oracle
• commodity-specific platforms

Option B: Build a custom database + workflow app

Best if your grain workflow has unique settlement logic. Typical stack:

• database: PostgreSQL / SQL Server
• backend: Python / .NET / Node
• frontend: web app
• reporting: Power BI / Tableau
• document storage: SharePoint / S3 / Azure Blob

Option C: Hybrid

Use ERP for accounting and a custom workflow layer for grain logistics and settlement exceptions.

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9) Integrate external systems

Useful integrations:

• scale tickets / elevator systems
• warehouse management
• transport management
• accounting/ERP
• banking/payment systems
• document capture/OCR for invoices and tickets
• email for notifications
• EDI/API with counterparties

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10) Suggested implementation sequence

A good rollout plan:

Phase 1: Minimum viable settlement tracking

• counterparty master
• contracts
• delivery logs
• invoice register
• settlement status
• basic dashboard

Phase 2: Matching and controls

• auto-match deliveries to invoices
• discrepancy flags
• approval workflow
• audit trail

Phase 3: Finance and risk

• payment processing
• credit limits
• aging reports
• dispute management
• exposure reporting

Phase 4: Automation

• document ingestion
• OCR
• EDI/API integrations
• alerts and notifications
• predictive settlement delays

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11) A simple schema example

If helpful, your core tables might look like this:

• counterparties
• contracts
• deliveries
• delivery_documents
• invoices
• payments
• settlements
• disputes
• users
• audit_log

Primary links:

• contracts.counterparty_id
• deliveries.contract_id
• invoices.delivery_id
• payments.invoice_id
• settlements.invoice_id

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12) What “good” looks like

A strong grain settlement platform should let you answer these questions instantly:

• Which deliveries are still unmatched?
• Which invoices are overdue?
• What is the total open exposure by counterparty?
• Which loads were rejected or discounted?
• What is the exact financial status of each contract?
• Where are disputes delaying settlement?

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If you want, I can also give you one of these next:

1. a sample database schema
2. a workflow diagram
3. a spreadsheet template
4. a MVP feature list for developers
5. a grain settlement process map