Horologer/LeanSixSigma-AI-Lab-Define

1import gradio as gr2 3# Pre-filled DMAIC demo content4dmaic_content = {5    "Define": {6        "Problem Statement": "Every Monday, the coffee served in our company cafe is too cold or weak, leading to employee dissatisfaction.",7        "Business Case": "Poor-quality coffee reduces employee morale, creates repeated complaints, and results in wasted materials, costing the company approximately £200 per week.",8        "Goal Statement": "Ensure that 95% of coffees served on Mondays meet temperature and strength standards within four weeks.",9        "Scope": "Cafe coffee preparation from Monday morning start-up until final service. Excludes other beverages and days.",10        "Stakeholders": "Cafe Manager, Baristas, Facilities/Maintenance, Customer Service."11    },12    "Measure": {13        "Key Metrics": ["Temperature of coffee at service", "Strength (grams per cup)", "Number of complaints", "Wasted coffee volume"],14        "Data Collection": "Baristas record temperature and strength; complaints logged by Customer Service.",15        "Baseline Performance": "30% of Monday coffees are below standard; 15 complaints per week."16    },17    "Analyze": {18        "Root Causes": ["Inconsistent coffee machine calibration", "Barista preparation errors during Monday rush", "Equipment not fully preheated before service"],19        "Insights": "Most quality issues occur in the first 2 hours of Monday service."20    },21    "Improve": {22        "Actions": ["Standardize machine calibration", "Preheat machines before Monday service", "Barista refresher training"],23        "Expected Impact": "Reduce cold/weak coffees to under 5% and complaints to fewer than 3 per week."24    },25    "Control": {26        "Monitoring Plan": "Weekly checks of coffee temperature and strength; ongoing complaint tracking.",27        "SOP": "Include Monday preheat and calibration checklist.",28        "Responsibility": "Cafe Manager and Baristas to maintain standards; Customer Service to report issues."29    }30}31 32with gr.Blocks() as demo:33    gr.Markdown("# DMAIC AI Lab Full Demo")34    gr.Markdown("Professional pre-filled coffee example for teaching and demos. Use tabs to navigate each DMAIC phase. Actions can be checked off to simulate progress.")35 36    # Progress tracker (just a visual indicator)37    progress_text = gr.Markdown("**Progress:** Define → Measure → Analyze → Improve → Control")38 39    input_box = gr.Textbox(lines=2, placeholder="Enter your business problem here... (ignored for demo)")40 41    with gr.Tabs():42        for phase, content in dmaic_content.items():43            with gr.Tab(phase):44                for key, value in content.items():45                    if isinstance(value, list):46                        # Show each item with a checkbox47                        for item in value:48                            gr.Checkbox(label=item, value=False)49                    else:50                        # Show text in Markdown with color highlights51                        gr.Markdown(f"**{key}:** {value}")52 53demo.launch()54