Supply Chain Application Catalogue¶

Enterprise AI applications for beverage supply chain operations, powered by the Semantic Ontology Layer.

Data Plane Overview¶

The application catalogue draws from a unified data plane spanning structured enterprise systems and unstructured data sources:

graph TD
    subgraph Data Plane
        SF["Salesforce CRM<br/><i>Customers, Orders, Opportunities</i>"]
        OE["Oracle ERP<br/><i>Finance, Operations, AP/AR</i>"]
        SAP["SAP<br/><i>Inventory, Supply Chain, Production</i>"]
        GD["Google Drive<br/><i>Documents, Contracts, Reports</i>"]
        FU["File Uploads<br/><i>CSV, PDF, Excel, Lab Reports</i>"]
        SL["Social Listening<br/><i>Brand Sentiment, Market Signals</i>"]
    end

    subgraph Semantic Ontology Layer
        ONT["Unified Business Ontology<br/><i>Entity Resolution · Relationship Mapping · Business Rules</i>"]
    end

    subgraph Application Catalogue
        DF["Demand Forecasting"]
        O2C["Order-to-Cash Monitor"]
        SCR["Supply Chain Risk Radar"]
        IO["Inventory Optimization"]
        C360["Customer 360"]
        PA["Procurement Analytics"]
        PQ["Production & Quality"]
        ESG["ESG Tracker"]
    end

    SF --> ONT
    OE --> ONT
    SAP --> ONT
    GD --> ONT
    FU --> ONT
    SL --> ONT

    ONT --> DF
    ONT --> O2C
    ONT --> SCR
    ONT --> IO
    ONT --> C360
    ONT --> PA
    ONT --> PQ
    ONT --> ESG

Application Catalogue¶

P0 — Immediate ROI¶

Application	Primary Data Sources	ROI Signal	Time to Value
Demand Forecasting & Planning Engine	Salesforce, SAP, Social Listening, Oracle ERP	Reduce overstock 15-25%, cut stockouts 20-30%	4-6 weeks
Inventory Optimization & Distribution Intelligence	SAP, Oracle ERP, Salesforce	Reduce carrying costs 15-20%, cut waste 25-40%	4-6 weeks

P1 — High Value¶

Application	Primary Data Sources	ROI Signal	Time to Value
Intelligent Order-to-Cash Monitor	Salesforce, Oracle ERP, SAP	Reduce DSO by 10-15 days, cut revenue leakage 5-8%	6-8 weeks
Supply Chain Risk & Disruption Radar	SAP, Oracle ERP, Social Listening, Google Drive	Reduce disruption impact 30-40%	6-8 weeks

P2 — Strategic Value¶

Application	Primary Data Sources	ROI Signal	Time to Value
Customer 360 & Revenue Growth Intelligence	Salesforce, Oracle ERP, Social Listening, SAP	Increase wallet share 8-12%, reduce churn 15-20%	8-10 weeks
Procurement & Spend Analytics	Oracle ERP, SAP, Google Drive, File Uploads	3-7% procurement cost savings	8-10 weeks

P3 — Operational Excellence¶

Application	Primary Data Sources	ROI Signal	Time to Value
Production & Quality Control Copilot	SAP, Oracle ERP, File Uploads	Improve OEE 5-10%, reduce quality waste 20%	10-12 weeks
ESG & Sustainability Tracker	SAP, Oracle ERP, Social Listening, Google Drive	5-10% energy/water cost reduction	10-12 weeks

Ontology Entity Map¶

Key business entities resolved across systems by the Semantic Ontology Layer:

Business Entity	Salesforce CRM	Oracle ERP	SAP
Product / SKU	Opportunity Line Item	Item Master	Material Master
Customer	Account / Contact	Customer Master	Business Partner
Order	Opportunity	Sales Order / Invoice	Sales Document
Supplier	—	Vendor Master	Vendor / Source List
Warehouse	—	Inventory Org	Plant / Storage Location
Financial	—	GL / Cost Center	Cost Center / Profit Center

Architecture Pattern¶

Every application in this catalogue follows a consistent execution pattern:

flowchart LR
    A["Ontology Layer<br/><i>Resolved Entities</i>"] --> B["AI Workflow Engine<br/><i>LLM + Business Rules</i>"]
    B --> C["Dashboard & Alerts<br/><i>Real-time Visualization</i>"]
    B --> D["Action Layer<br/><i>Recommendations · Automation</i>"]

Data Ingestion — Ontology layer resolves entities across Salesforce, Oracle ERP, SAP, and unstructured sources
AI Workflow Execution — LLM-powered pipelines apply business logic, anomaly detection, and predictive models
Presentation — Dashboards surface KPIs; alerts trigger on threshold breaches
Action — Recommendations feed back into source systems or trigger automated workflows

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