Automatizarea Managementului de Inventar cu n8n

// Stock Monitor Node - JavaScript Code
const inventoryData = $input.all();
const thresholds = $workflow.staticData.thresholds || {};
 
// Praguri implicite
const defaultReorderPoint = 10;
const defaultSafetyStock = 5;
 
function analyzeStockLevels(items) {
  const alerts = [];
  const summaries = [];
 
  for (const item of items) {
    const sku = item.json.sku;
    const currentStock = item.json.quantity;
    const warehouse = item.json.warehouse;
 
    // Obtine pragurile specifice produsului sau foloseste implicite
    const reorderPoint = thresholds[sku]?.reorderPoint || defaultReorderPoint;
    const safetyStock = thresholds[sku]?.safetyStock || defaultSafetyStock;
 
    // Calculeaza zilele de inventar
    const avgDailySales = item.json.avgDailySales || 1;
    const daysOfInventory = Math.floor(currentStock / avgDailySales);
 
    // Determina starea stocului
    let status, priority;
    if (currentStock <= 0) {
      status = 'out_of_stock';
      priority = 'critical';
    } else if (currentStock <= safetyStock) {
      status = 'critical_low';
      priority = 'high';
    } else if (currentStock <= reorderPoint) {
      status = 'low';
      priority = 'medium';
    } else {
      status = 'adequate';
      priority = 'low';
    }
 
    const summary = {
      sku,
      name: item.json.name,
      warehouse,
      currentStock,
      reorderPoint,
      safetyStock,
      daysOfInventory,
      status,
      priority,
      recommendedOrderQty: status !== 'adequate' ?
        calculateReorderQuantity(item.json) : 0
    };
 
    summaries.push(summary);
 
    // Genereaza alerte pentru stoc scazut
    if (status !== 'adequate') {
      alerts.push({
        type: 'stock_alert',
        priority,
        sku,
        name: item.json.name,
        warehouse,
        currentStock,
        status,
        message: `${item.json.name} (${sku}) este ${status.replace('_', ' ')} la ${warehouse}`,
        recommendedAction: getRecommendedAction(status, summary)
      });
    }
  }
 
  return { summaries, alerts };
}
 
function calculateReorderQuantity(item) {
  const leadTime = item.leadTimeDays || 7;
  const avgDailySales = item.avgDailySales || 1;
  const safetyStock = thresholds[item.sku]?.safetyStock || defaultSafetyStock;
 
  // Cantitate Economica de Comanda (simplificata)
  const demandDuringLeadTime = avgDailySales * leadTime;
  const reorderQty = Math.ceil(demandDuringLeadTime + safetyStock - item.quantity);
 
  // Rotunjeste in sus la cantitatea minima de comanda
  const minOrderQty = item.minOrderQuantity || 1;
  return Math.ceil(reorderQty / minOrderQty) * minOrderQty;
}
 
function getRecommendedAction(status, summary) {
  switch (status) {
    case 'out_of_stock':
      return `URGENT: Plaseaza comanda de urgenta pentru ${summary.recommendedOrderQty} unitati imediat`;
    case 'critical_low':
      return `Plaseaza comanda pentru ${summary.recommendedOrderQty} unitati in 24 de ore`;
    case 'low':
      return `Programeaza reaprovizionare pentru ${summary.recommendedOrderQty} unitati`;
    default:
      return 'Nicio actiune necesara';
  }
}
 
const { summaries, alerts } = analyzeStockLevels(inventoryData);
 
// Stocheaza sumarele pentru dashboard
$workflow.staticData.lastStockSummary = summaries;
 
// Returneaza alertele pentru procesare ulterioara
return alerts.map(alert => ({ json: alert }));

// Reorder Generator Node
const stockAlerts = $input.all().filter(
  item => item.json.priority === 'critical' || item.json.priority === 'high'
);
 
// Grupeaza alertele dupa furnizor
const ordersBySupplier = {};
 
for (const alert of stockAlerts) {
  const sku = alert.json.sku;
 
  // Cauta informatiile furnizorului
  const supplierInfo = await getSupplierForSKU(sku);
 
  if (!supplierInfo) {
    console.log(`Niciun furnizor gasit pentru SKU: ${sku}`);
    continue;
  }
 
  const supplierId = supplierInfo.id;
 
  if (!ordersBySupplier[supplierId]) {
    ordersBySupplier[supplierId] = {
      supplier: supplierInfo,
      items: [],
      totalValue: 0,
      urgency: 'normal'
    };
  }
 
  const orderItem = {
    sku,
    name: alert.json.name,
    quantity: alert.json.recommendedOrderQty || calculateOrderQty(sku),
    unitPrice: supplierInfo.pricing[sku] || 0,
    warehouse: alert.json.warehouse
  };
 
  orderItem.lineTotal = orderItem.quantity * orderItem.unitPrice;
 
  ordersBySupplier[supplierId].items.push(orderItem);
  ordersBySupplier[supplierId].totalValue += orderItem.lineTotal;
 
  // Actualizeaza urgenta pe baza prioritatii
  if (alert.json.priority === 'critical') {
    ordersBySupplier[supplierId].urgency = 'urgent';
  }
}
 
async function getSupplierForSKU(sku) {
  // Aceasta ar interoga baza de date a furnizorilor
  const supplierMapping = $workflow.staticData.supplierMapping || {};
  const supplierId = supplierMapping[sku];
 
  if (!supplierId) return null;
 
  // Obtine detaliile furnizorului
  return {
    id: supplierId,
    name: `Supplier ${supplierId}`,
    email: `orders@supplier${supplierId}.com`,
    leadTime: 7,
    minOrderValue: 100,
    pricing: {}
  };
}
 
function calculateOrderQty(sku) {
  // Calcul implicit al cantitatii de comanda
  return 50;
}
 
// Genereaza comenzi de aprovizionare
const purchaseOrders = [];
 
for (const [supplierId, order] of Object.entries(ordersBySupplier)) {
  // Verifica valoarea minima a comenzii
  if (order.totalValue < order.supplier.minOrderValue) {
    console.log(`Comanda pentru ${order.supplier.name} sub minim: $${order.totalValue}`);
    // Optional adauga produse suplimentare sau omite
  }
 
  const po = {
    poNumber: generatePONumber(),
    supplier: order.supplier,
    items: order.items,
    totalValue: order.totalValue,
    urgency: order.urgency,
    expectedDelivery: calculateExpectedDelivery(order.supplier.leadTime, order.urgency),
    status: 'pending_approval',
    createdAt: new Date().toISOString()
  };
 
  purchaseOrders.push(po);
}
 
function generatePONumber() {
  const date = new Date();
  const dateStr = date.toISOString().slice(0, 10).replace(/-/g, '');
  const random = Math.random().toString(36).substring(2, 6).toUpperCase();
  return `PO-${dateStr}-${random}`;
}
 
function calculateExpectedDelivery(leadTime, urgency) {
  const multiplier = urgency === 'urgent' ? 0.7 : 1;
  const days = Math.ceil(leadTime * multiplier);
  const delivery = new Date();
  delivery.setDate(delivery.getDate() + days);
  return delivery.toISOString().slice(0, 10);
}
 
return purchaseOrders.map(po => ({ json: po }));

// Supplier API Integration Node
async function submitPurchaseOrder(po) {
  const supplier = po.supplier;
  const endpoint = supplier.apiEndpoint || `https://api.supplier.com/orders`;
 
  // Formateaza comanda pentru API-ul furnizorului
  const supplierOrder = {
    customer_id: $env.COMPANY_ID,
    reference: po.poNumber,
    delivery_address: getWarehouseAddress(po.items[0].warehouse),
    items: po.items.map(item => ({
      sku: supplier.skuMapping?.[item.sku] || item.sku,
      quantity: item.quantity,
      requested_price: item.unitPrice
    })),
    requested_delivery: po.expectedDelivery,
    priority: po.urgency === 'urgent' ? 'express' : 'standard',
    notes: po.urgency === 'urgent' ? 'COMANDA URGENTA - Expediere daca e posibil' : ''
  };
 
  try {
    const response = await $http.request({
      method: 'POST',
      url: endpoint,
      headers: {
        'Authorization': `Bearer ${supplier.apiKey}`,
        'Content-Type': 'application/json'
      },
      body: JSON.stringify(supplierOrder)
    });
 
    const result = JSON.parse(response.body);
 
    return {
      success: true,
      poNumber: po.poNumber,
      supplierOrderId: result.order_id,
      confirmedDelivery: result.estimated_delivery,
      status: result.status
    };
 
  } catch (error) {
    return {
      success: false,
      poNumber: po.poNumber,
      error: error.message,
      fallbackAction: 'email'
    };
  }
}
 
function getWarehouseAddress(warehouseCode) {
  const addresses = {
    'WH-EAST': {
      name: 'Depozit Coasta de Est',
      street: '123 Industrial Blvd',
      city: 'Newark',
      state: 'NJ',
      zip: '07101',
      country: 'US'
    },
    'WH-WEST': {
      name: 'Depozit Coasta de Vest',
      street: '456 Distribution Way',
      city: 'Los Angeles',
      state: 'CA',
      zip: '90001',
      country: 'US'
    }
  };
  return addresses[warehouseCode] || addresses['WH-EAST'];
}
 
// Proceseaza fiecare comanda de aprovizionare
const purchaseOrders = $input.all();
const results = [];
 
for (const item of purchaseOrders) {
  const po = item.json;
 
  if (po.supplier.hasApiIntegration) {
    const result = await submitPurchaseOrder(po);
    results.push(result);
  } else {
    // Fallback pe email
    results.push({
      success: true,
      poNumber: po.poNumber,
      method: 'email',
      status: 'email_queued'
    });
  }
}
 
return results.map(r => ({ json: r }));

// Demand Forecasting Node
function forecastDemand(salesHistory, daysToForecast = 30) {
  // Medie mobila simpla cu ajustare de trend
  const recentSales = salesHistory.slice(-90); // Ultimele 90 de zile
 
  // Calculeaza mediile zilnice dupa ziua saptamanii
  const byDayOfWeek = [0, 0, 0, 0, 0, 0, 0].map(() => []);
 
  recentSales.forEach(day => {
    const date = new Date(day.date);
    byDayOfWeek[date.getDay()].push(day.quantity);
  });
 
  const avgByDay = byDayOfWeek.map(days =>
    days.length > 0 ? days.reduce((a, b) => a + b, 0) / days.length : 0
  );
 
  // Calculeaza trendul (regresie liniara simpla)
  const n = recentSales.length;
  let sumX = 0, sumY = 0, sumXY = 0, sumX2 = 0;
 
  recentSales.forEach((day, i) => {
    sumX += i;
    sumY += day.quantity;
    sumXY += i * day.quantity;
    sumX2 += i * i;
  });
 
  const slope = (n * sumXY - sumX * sumY) / (n * sumX2 - sumX * sumX);
  const intercept = (sumY - slope * sumX) / n;
 
  // Genereaza previziunea
  const forecast = [];
  const startDate = new Date();
 
  for (let i = 0; i < daysToForecast; i++) {
    const forecastDate = new Date(startDate);
    forecastDate.setDate(forecastDate.getDate() + i);
 
    const dayOfWeek = forecastDate.getDay();
    const trendValue = intercept + slope * (n + i);
    const seasonalFactor = avgByDay[dayOfWeek] / (sumY / n);
 
    // Combina trendul si sezonalitatea
    let predicted = Math.max(0, trendValue * seasonalFactor);
 
    forecast.push({
      date: forecastDate.toISOString().slice(0, 10),
      dayOfWeek: ['Dum', 'Lun', 'Mar', 'Mie', 'Joi', 'Vin', 'Sam'][dayOfWeek],
      predictedDemand: Math.round(predicted),
      confidence: calculateConfidence(recentSales)
    });
  }
 
  // Calculeaza totalurile
  const totalForecast = forecast.reduce((sum, day) => sum + day.predictedDemand, 0);
 
  return {
    forecast,
    summary: {
      totalPredictedDemand: totalForecast,
      avgDailyDemand: Math.round(totalForecast / daysToForecast),
      trend: slope > 0.1 ? 'in crestere' : slope < -0.1 ? 'in scadere' : 'stabil',
      confidence: calculateConfidence(recentSales)
    }
  };
}
 
function calculateConfidence(history) {
  // Pe baza calitatii datelor si variantei
  if (history.length < 30) return 'low';
  if (history.length < 60) return 'medium';
 
  // Calculeaza coeficientul de variatie
  const values = history.map(h => h.quantity);
  const mean = values.reduce((a, b) => a + b, 0) / values.length;
  const variance = values.reduce((sum, v) => sum + Math.pow(v - mean, 2), 0) / values.length;
  const cv = Math.sqrt(variance) / mean;
 
  if (cv < 0.3) return 'high';
  if (cv < 0.5) return 'medium';
  return 'low';
}
 
function calculateReorderRecommendation(sku, currentStock, forecast, leadTime) {
  // Calculeaza cererea in timpul lead time
  const demandDuringLeadTime = forecast.forecast
    .slice(0, leadTime)
    .reduce((sum, day) => sum + day.predictedDemand, 0);
 
  // Stoc de siguranta (2 saptamani de cerere medie)
  const safetyStock = forecast.summary.avgDailyDemand * 14;
 
  // Punct de reaprovizionare
  const reorderPoint = demandDuringLeadTime + safetyStock;
 
  // Zile pana la ruptura de stoc
  const daysUntilStockout = Math.floor(currentStock / forecast.summary.avgDailyDemand);
 
  return {
    sku,
    currentStock,
    reorderPoint: Math.round(reorderPoint),
    daysUntilStockout,
    safetyStock: Math.round(safetyStock),
    recommendedOrderDate: calculateOrderDate(daysUntilStockout, leadTime),
    recommendedQuantity: Math.round(demandDuringLeadTime + safetyStock),
    urgency: daysUntilStockout <= leadTime ? 'high' :
             daysUntilStockout <= leadTime * 1.5 ? 'medium' : 'low'
  };
}
 
function calculateOrderDate(daysUntilStockout, leadTime) {
  const orderLeadDays = daysUntilStockout - leadTime - 3; // 3 zile buffer
  const orderDate = new Date();
  orderDate.setDate(orderDate.getDate() + Math.max(0, orderLeadDays));
  return orderDate.toISOString().slice(0, 10);
}
 
// Proceseaza articolele din inventar cu istoricul vanzarilor
const inventoryItems = $input.all();
const recommendations = [];
 
for (const item of inventoryItems) {
  const salesHistory = item.json.salesHistory || [];
  const leadTime = item.json.leadTimeDays || 7;
 
  const forecast = forecastDemand(salesHistory, 30);
  const recommendation = calculateReorderRecommendation(
    item.json.sku,
    item.json.currentStock,
    forecast,
    leadTime
  );
 
  recommendations.push({
    sku: item.json.sku,
    name: item.json.name,
    forecast: forecast.summary,
    recommendation
  });
}
 
return recommendations.map(r => ({ json: r }));

// Inventory Transfer Optimizer Node
function optimizeInventoryTransfers(inventoryByLocation) {
  const transfers = [];
 
  // Grupeaza dupa SKU
  const skuLocations = {};
  for (const item of inventoryByLocation) {
    const sku = item.sku;
    if (!skuLocations[sku]) {
      skuLocations[sku] = [];
    }
    skuLocations[sku].push(item);
  }
 
  // Analizeaza fiecare SKU
  for (const [sku, locations] of Object.entries(skuLocations)) {
    // Gaseste locatiile cu exces si deficit
    const excessLocations = locations.filter(l =>
      l.quantity > l.reorderPoint * 2 && l.daysOfInventory > 60
    );
 
    const shortageLocations = locations.filter(l =>
      l.quantity < l.reorderPoint && l.daysOfInventory < 14
    );
 
    if (excessLocations.length === 0 || shortageLocations.length === 0) {
      continue;
    }
 
    // Calculeaza transferurile optime
    for (const shortage of shortageLocations) {
      const needed = shortage.reorderPoint - shortage.quantity;
 
      for (const excess of excessLocations) {
        const available = excess.quantity - excess.reorderPoint;
 
        if (available <= 0) continue;
 
        const transferQty = Math.min(needed, available);
 
        // Verifica daca transferul are sens economic
        const transferCost = calculateTransferCost(excess.warehouse, shortage.warehouse, transferQty);
        const stockoutCost = calculateStockoutCost(shortage, transferQty);
 
        if (transferCost < stockoutCost * 0.5) { // Transfera daca costul < 50% din costul rupturii
          transfers.push({
            sku,
            name: locations[0].name,
            fromWarehouse: excess.warehouse,
            toWarehouse: shortage.warehouse,
            quantity: transferQty,
            transferCost,
            estimatedSavings: stockoutCost - transferCost,
            priority: shortage.daysOfInventory < 7 ? 'high' : 'medium',
            reason: `Echilibrare inventar - ${shortage.warehouse} are ${shortage.daysOfInventory} zile de aprovizionare`
          });
 
          excess.quantity -= transferQty;
          shortage.quantity += transferQty;
        }
      }
    }
  }
 
  return transfers;
}
 
function calculateTransferCost(fromWarehouse, toWarehouse, quantity) {
  // Calcul simplificat al costului
  const distanceMatrix = {
    'WH-EAST': { 'WH-WEST': 2500, 'WH-CENTRAL': 1000 },
    'WH-WEST': { 'WH-EAST': 2500, 'WH-CENTRAL': 1500 },
    'WH-CENTRAL': { 'WH-EAST': 1000, 'WH-WEST': 1500 }
  };
 
  const distance = distanceMatrix[fromWarehouse]?.[toWarehouse] || 1000;
  const costPerMile = 0.02;
  const handlingCost = 5 + (quantity * 0.50);
 
  return distance * costPerMile + handlingCost;
}
 
function calculateStockoutCost(location, quantity) {
  const avgSalePrice = location.avgSalePrice || 50;
  const marginPercent = location.marginPercent || 0.3;
  const lostSalesFactor = 1.5; // Include pierderea de goodwill
 
  return quantity * avgSalePrice * marginPercent * lostSalesFactor;
}
 
// Proceseaza datele de inventar
const inventoryData = $input.all().map(i => i.json);
const transfers = optimizeInventoryTransfers(inventoryData);
 
// Sorteaza dupa prioritate si economii
transfers.sort((a, b) => {
  if (a.priority !== b.priority) {
    return a.priority === 'high' ? -1 : 1;
  }
  return b.estimatedSavings - a.estimatedSavings;
});
 
return transfers.map(t => ({ json: t }));