SalesForecastAI Archives

Day 10 – Finalizing the Forecast System: Dashboard, Auth & Deployment #SalesForecastAI #LaravelDashboard #ForecastDeployment #ProductionReady #SecureAnalytics

On the final day, we’ll wrap up the AI-powered sales forecasting system by: Securing access with authentication Polishing the dashboard UI Adding final routes and links Preparing for production deployment…

Coding

Day 9 – Exporting Forecast Reports to CSV and PDF in Laravel #SalesForecastAI #LaravelPDFExport #CSVReport #ForecastReporting #SalesAnalytics

Today we’ll add CSV and PDF export features so that your AI-powered forecast and insights can be easily shared with management or archived for reporting. 📦 Step 1: Create ForecastExport…

Coding

Day 8 – Comparing Actual Sales vs Predicted Forecast in Laravel Dashboard #SalesForecastAI #ForecastAccuracy #LaravelDashboard #SalesAnalytics #AIInsights

Today we’ll build a dashboard that visually compares actual sales vs forecasted predictions, and highlight any significant deviations — helping you track accuracy and adjust strategy. 📊 Step 1: Join…

Coding

Day 7 – Highlighting Trends and Anomalies in Sales Forecasts #SalesForecastAI #ForecastAnomalies #LaravelAIInsights #SalesTrends #GPTChartAnnotations

Now that we’re storing forecast data, let’s make it smarter by identifying sales trends and anomalies like unusual spikes or dips — and annotate charts using GPT-generated insights. 🧠 Step…

Coding

Day 5 – Running Python Forecasts from Laravel via Artisan #SalesForecastAI #LaravelPythonBridge #ArtisanPython #ForecastAutomation #AIBackend

Today we’ll connect Laravel with the Python forecasting script, allowing you to run sales predictions directly via a button click or Artisan command. ⚙️ Step 1: Store Python script inside…

Coding

Day 4 – Building a Python Forecasting Script for Sales Prediction #SalesForecastAI #LaravelPython #ProphetForecast #SalesPrediction #TimeSeriesAI

Now that we have clean CSV data, we’ll build a Python script to forecast future sales using Facebook Prophet, a powerful tool for time-series prediction. 🐍 Step 1: Install Python…

Coding

Day 3 – Exporting Sales Data to CSV for Forecasting #SalesForecastAI #DataPreparation #LaravelExport #ForecastInput #TimeSeriesCSV

To perform AI-based forecasting, we need clean, structured time-series data. Today we’ll export our grouped sales totals to CSV format — usable for training external ML models or feeding back…

Coding

Day 2 – Visualizing Sales Trends with Charts in Laravel #SalesForecastAI #LaravelCharts #SalesTrend #PredictiveAnalytics

Now that we have sample sales data, let’s visualize it to spot trends over time. We’ll use Chart.js with Laravel to draw a daily sales line chart, setting the stage…

Coding

Day 1 – Setting Up the Predictive Sales Forecasting System#SalesForecastAI #LaravelML #PredictiveAnalytics #SalesPrediction

In this tutorial series, we’ll build a Predictive Sales Forecasting System using Laravel and AI. The goal is to forecast sales trends using real data and visualize predictions with confidence…