ERP Intelligence: Universal Semantic Metric Layer & Pre-Built ERP Department Cockpits
Connect SAP, Dynamics 365, or NetSuite to trusted executive cockpits and automated driver explanations in 14 days.
"Deploy boardroom-ready executive dashboards with verified single-source-of-truth KPIs, sub-second query latency, and automated natural-language anomaly explanations."
Benchmark Impact & Verified ROI
How the Decision Engine Executes
From raw ERP and source system transactions into approved, constraint-validated execution write-backs.
ERP Database Connection
Connects to SAP, Oracle NetSuite, Microsoft Dynamics 365, or Infor tables using pre-built schema extractors.
Canonical Business Model Mapping
Maps raw ERP tables into standardized business entities (GL facts, sales orders, purchase orders, inventory batches).
Semantic Metric Layer Activation
Deploys verified KPI calculation contracts for working capital, margin breakdown, customer concentration, and inventory days.
Department Cockpits Deployment
Instantly activates role-specific dashboards for Executive, Finance, Sales, Procurement, Inventory, and Manufacturing teams.
Automated Anomaly & Driver AI
Continuously scans transactions to detect margin erosions, supplier price variances, and overdue receivables with root-cause explanations.
Action Workflows & Write-back
Enables managers to trigger collection notices, adjust safety stock levels, or freeze vendor POs directly from the dashboard.
Nested Accelerator Modules Included in this Pack
Activate the flagship engine standalone or combine with specialized department modules.
Executive Intelligence
Holistic view of revenue, EBITDA, cash runway, regional revenue pacing, and strategic business unit scorecards.
Finance & Working Capital
Granular decomposition of DSO, DPO, DIO, AP/AR aging buckets, bad debt exposure, and early-pay discount capture.
Sales & Commercial Intelligence
Customer lifetime value, gross-to-net waterfall analysis, price-volume-mix (PVM) decomposition, and churn warnings.
Procurement & Spend Intelligence
Purchase price variance (PPV), tail spend analysis, supplier on-time in-full (OTIF) scoring, and contract leakage.
Inventory & Operations
Inventory days of supply, dead-stock aging analysis, stockout risks, and plant-level Overall Equipment Effectiveness (OEE).
Exception & Action Intelligence
Automated natural-language insights explaining why a KPI fluctuated, with direct drill-to-transaction audibility.
Canonical Data Model & Integrations
Built following the Seven Billion Retool & Python Decision Service standard.
Canonical Entities & Data Feeds
general_ledger_factsales_order_factpurchase_order_factinventory_balance_factentity_dimensionkpi_contract- SAP S/4HANA / ECC Table Extracts (BSEG, VBAK, EKKO, MARC)
- Oracle NetSuite Transaction Records
- Microsoft Dynamics 365 Financial & Supply Chain Entities
- CRM & Payment Gateway Telemetry (Salesforce, Stripe)
- Executive Boardroom & Department Metric Cockpits
- Automated KPI Anomaly & Driver Variance Reports
- Working Capital Optimization Action Lists
- Direct Drill-Through to Underlying Transaction Audit Trails
Scale & Enterprise Connectors
Frequently Answered Specifications
Deploy ERP Intelligence in Your Private Cloud
Schedule an architecture session with our mathematical and AI systems engineers. We will inspect your ERP schemas and present a live shadow prototype.
ERP Intelligence: Universal Semantic Metric Layer & Pre-Built ERP Department Cockpits
Connect SAP, Dynamics 365, or NetSuite to trusted executive cockpits and automated driver explanations in 14 days.
"Deploy boardroom-ready executive dashboards with verified single-source-of-truth KPIs, sub-second query latency, and automated natural-language anomaly explanations."
Benchmark Impact & Verified ROI
How the Decision Engine Executes
From raw ERP and source system transactions into approved, constraint-validated execution write-backs.
ERP Database Connection
Connects to SAP, Oracle NetSuite, Microsoft Dynamics 365, or Infor tables using pre-built schema extractors.
Canonical Business Model Mapping
Maps raw ERP tables into standardized business entities (GL facts, sales orders, purchase orders, inventory batches).
Semantic Metric Layer Activation
Deploys verified KPI calculation contracts for working capital, margin breakdown, customer concentration, and inventory days.
Department Cockpits Deployment
Instantly activates role-specific dashboards for Executive, Finance, Sales, Procurement, Inventory, and Manufacturing teams.
Automated Anomaly & Driver AI
Continuously scans transactions to detect margin erosions, supplier price variances, and overdue receivables with root-cause explanations.
Action Workflows & Write-back
Enables managers to trigger collection notices, adjust safety stock levels, or freeze vendor POs directly from the dashboard.
Nested Accelerator Modules Included in this Pack
Activate the flagship engine standalone or combine with specialized department modules.
Executive Intelligence
Holistic view of revenue, EBITDA, cash runway, regional revenue pacing, and strategic business unit scorecards.
Finance & Working Capital
Granular decomposition of DSO, DPO, DIO, AP/AR aging buckets, bad debt exposure, and early-pay discount capture.
Sales & Commercial Intelligence
Customer lifetime value, gross-to-net waterfall analysis, price-volume-mix (PVM) decomposition, and churn warnings.
Procurement & Spend Intelligence
Purchase price variance (PPV), tail spend analysis, supplier on-time in-full (OTIF) scoring, and contract leakage.
Inventory & Operations
Inventory days of supply, dead-stock aging analysis, stockout risks, and plant-level Overall Equipment Effectiveness (OEE).
Exception & Action Intelligence
Automated natural-language insights explaining why a KPI fluctuated, with direct drill-to-transaction audibility.
Canonical Data Model & Integrations
Built following the Seven Billion Retool & Python Decision Service standard.
Canonical Entities & Data Feeds
general_ledger_factsales_order_factpurchase_order_factinventory_balance_factentity_dimensionkpi_contract- SAP S/4HANA / ECC Table Extracts (BSEG, VBAK, EKKO, MARC)
- Oracle NetSuite Transaction Records
- Microsoft Dynamics 365 Financial & Supply Chain Entities
- CRM & Payment Gateway Telemetry (Salesforce, Stripe)
- Executive Boardroom & Department Metric Cockpits
- Automated KPI Anomaly & Driver Variance Reports
- Working Capital Optimization Action Lists
- Direct Drill-Through to Underlying Transaction Audit Trails
Scale & Enterprise Connectors
Frequently Answered Specifications
Deploy ERP Intelligence in Your Private Cloud
Schedule an architecture session with our mathematical and AI systems engineers. We will inspect your ERP schemas and present a live shadow prototype.
ERP Intelligence: Universal Semantic Metric Layer & Pre-Built ERP Department Cockpits
Connect SAP, Dynamics 365, or NetSuite to trusted executive cockpits and automated driver explanations in 14 days.
"Deploy boardroom-ready executive dashboards with verified single-source-of-truth KPIs, sub-second query latency, and automated natural-language anomaly explanations."
Benchmark Impact & Verified ROI
How the Decision Engine Executes
From raw ERP and source system transactions into approved, constraint-validated execution write-backs.
ERP Database Connection
Connects to SAP, Oracle NetSuite, Microsoft Dynamics 365, or Infor tables using pre-built schema extractors.
Canonical Business Model Mapping
Maps raw ERP tables into standardized business entities (GL facts, sales orders, purchase orders, inventory batches).
Semantic Metric Layer Activation
Deploys verified KPI calculation contracts for working capital, margin breakdown, customer concentration, and inventory days.
Department Cockpits Deployment
Instantly activates role-specific dashboards for Executive, Finance, Sales, Procurement, Inventory, and Manufacturing teams.
Automated Anomaly & Driver AI
Continuously scans transactions to detect margin erosions, supplier price variances, and overdue receivables with root-cause explanations.
Action Workflows & Write-back
Enables managers to trigger collection notices, adjust safety stock levels, or freeze vendor POs directly from the dashboard.
Nested Accelerator Modules Included in this Pack
Activate the flagship engine standalone or combine with specialized department modules.
Executive Intelligence
Holistic view of revenue, EBITDA, cash runway, regional revenue pacing, and strategic business unit scorecards.
Finance & Working Capital
Granular decomposition of DSO, DPO, DIO, AP/AR aging buckets, bad debt exposure, and early-pay discount capture.
Sales & Commercial Intelligence
Customer lifetime value, gross-to-net waterfall analysis, price-volume-mix (PVM) decomposition, and churn warnings.
Procurement & Spend Intelligence
Purchase price variance (PPV), tail spend analysis, supplier on-time in-full (OTIF) scoring, and contract leakage.
Inventory & Operations
Inventory days of supply, dead-stock aging analysis, stockout risks, and plant-level Overall Equipment Effectiveness (OEE).
Exception & Action Intelligence
Automated natural-language insights explaining why a KPI fluctuated, with direct drill-to-transaction audibility.
Canonical Data Model & Integrations
Built following the Seven Billion Retool & Python Decision Service standard.
Canonical Entities & Data Feeds
general_ledger_factsales_order_factpurchase_order_factinventory_balance_factentity_dimensionkpi_contract- SAP S/4HANA / ECC Table Extracts (BSEG, VBAK, EKKO, MARC)
- Oracle NetSuite Transaction Records
- Microsoft Dynamics 365 Financial & Supply Chain Entities
- CRM & Payment Gateway Telemetry (Salesforce, Stripe)
- Executive Boardroom & Department Metric Cockpits
- Automated KPI Anomaly & Driver Variance Reports
- Working Capital Optimization Action Lists
- Direct Drill-Through to Underlying Transaction Audit Trails
Scale & Enterprise Connectors
Frequently Answered Specifications
Deploy ERP Intelligence in Your Private Cloud
Schedule an architecture session with our mathematical and AI systems engineers. We will inspect your ERP schemas and present a live shadow prototype.