Deterministic Supply Chain Engine

Automated Distributor Ingestion & Pack Factor Normalization

Solving the chronic enterprise dilemma of fragmented distributor feeds across multi-national territories. Automated schema reconciliation for heterogeneous Excel formats, carton/loose unit pack factors, and multi-currency consolidation.

Heterogeneous Format Ingestion

Instantly normalizes chaotic distributor spreadsheets, multi-tab workbooks, CSV extracts, and billing exports into standardized ERP ledger entries with zero human re-typing.

Carton vs. Loose Multipliers

Applies mathematical SKU pack factors (e.g., Master Shipper x24 vs. Box x6 vs. Single Unit), preventing catastrophic 10x-24x inventory discrepancies before database commit.

Multi-Currency Consolidation

Automated currency triangulation (SAR, AED, KWD, QAR, USD) referencing live central bank pegged and spot exchange rates for 100% auditable global financial consolidation.

Interactive Simulation Widget

Pack Factor & Multi-Currency Normalization Simulator

Simulate distributor feed intake and observe how pack factors and FX conversions are autonomously validated.

LIVE FEED MOCK

Distributor Feed Origin:

Reported Quantity in Raw File: 250

Distributor Unit Packaging Type:

Base Unit Price (USD): $45.00

Total Standard Units

6,000 pcs

Consolidated Value (USD)

$270,000

Local Currency Value

1,012,500 SAR

Autonomous Normalization Telemetry:

Pack factor validated against Central Catalog Master SKU. Deterministic calculation applied: 250 reported packs × 24 multiplier = 6,000 standard individual units. Zero schema anomalies detected.

ERP Integration Status: READY FOR AUTOMATIC COMMIT

MCP Ingestion Tool Schema (JSON-RPC) tools/call

{
  "tool": "resolve_carton_multiplier",
  "arguments": {
    "distributor_id": "DIST-KSA-NAJD-01",
    "raw_packaging_label": "CTN-24-STD",
    "reported_volume": 250,
    "product_sku": "PRD-500MG-BOX",
    "currency": "SAR",
    "auto_quarantine_variance_pct": 5.0
  }
}

Enterprise Supply Chain Advantages

Elimination of Invoicing Reconciliations: Completely stops end-of-month manual reconciliation arguments between brand principals and regional distributors.
Self-Healing Exception Quarantine: If a distributor unexpectedly changes column headers or unit formats, the line item is safely quarantined without failing the rest of the batch.
Direct Ledger Feeds: Outputs pre-mapped CSV and direct API webhooks compatible with SAP S/4HANA, Oracle NetSuite, and Microsoft Dynamics 365.

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