Create business_logic.py
Browse files- utils/business_logic.py +234 -0
utils/business_logic.py
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| 1 |
+
"""
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| 2 |
+
Business Value Demonstration
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| 3 |
+
ROI Calculator, Tier Pricing, Upgrade Paths
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| 4 |
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"""
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| 5 |
+
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| 6 |
+
from typing import Dict, List
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| 7 |
+
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| 8 |
+
class BusinessValueCalculator:
|
| 9 |
+
"""Calculates business value and ROI for ARF tiers"""
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| 10 |
+
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| 11 |
+
def __init__(self):
|
| 12 |
+
# Industry benchmarks
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| 13 |
+
self.benchmarks = {
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| 14 |
+
"incident_cost": 100000, # Average incident cost
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| 15 |
+
"incident_reduction": {
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| 16 |
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"oss": 0.0,
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| 17 |
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"trial": 0.5,
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| 18 |
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"starter": 0.7,
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| 19 |
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"professional": 0.85,
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| 20 |
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"enterprise": 0.92
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| 21 |
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},
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| 22 |
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"time_savings_minutes": 15, # Minutes saved per decision
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| 23 |
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"decisions_per_day": 20,
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| 24 |
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"engineer_cost_hourly": 150, # $/hour
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| 25 |
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"operating_days": 250, # Business days per year
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| 26 |
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"team_size": {
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| 27 |
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"oss": 1,
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| 28 |
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"starter": 5,
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| 29 |
+
"professional": 15,
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| 30 |
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"enterprise": 50
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| 31 |
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}
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| 32 |
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}
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| 33 |
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| 34 |
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# Tier pricing
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| 35 |
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self.tier_pricing = {
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| 36 |
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"oss": 0,
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| 37 |
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"starter": 2000,
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| 38 |
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"professional": 5000,
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| 39 |
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"enterprise": 15000
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| 40 |
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}
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| 41 |
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| 42 |
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# Feature comparison
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| 43 |
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self.feature_comparison = {
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| 44 |
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"oss": {
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| 45 |
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"name": "OSS Edition",
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| 46 |
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"price": "$0",
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| 47 |
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"enforcement": "Advisory Only",
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| 48 |
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"mechanical_gates": "❌ None",
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| 49 |
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"approval_workflows": "❌ Manual",
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| 50 |
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"audit_trail": "❌ None",
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| 51 |
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"support": "Community",
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| 52 |
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"sla": "None",
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| 53 |
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"best_for": "Evaluation"
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| 54 |
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},
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| 55 |
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"starter": {
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| 56 |
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"name": "Starter",
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| 57 |
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"price": "$2,000/mo",
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| 58 |
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"enforcement": "Mechanical Gates",
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| 59 |
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"mechanical_gates": "✅ 3 Gates",
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| 60 |
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"approval_workflows": "✅ Basic",
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| 61 |
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"audit_trail": "✅ 30 days",
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| 62 |
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"support": "Business Hours",
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| 63 |
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"sla": "99.5%",
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| 64 |
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"best_for": "Small Teams"
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| 65 |
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},
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| 66 |
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"professional": {
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| 67 |
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"name": "Professional",
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| 68 |
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"price": "$5,000/mo",
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| 69 |
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"enforcement": "Advanced Gates",
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| 70 |
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"mechanical_gates": "✅ 5 Gates",
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| 71 |
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"approval_workflows": "✅ Advanced",
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| 72 |
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"audit_trail": "✅ 1 year",
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| 73 |
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"support": "24/7",
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| 74 |
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"sla": "99.9%",
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| 75 |
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"best_for": "Growing Companies"
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| 76 |
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},
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| 77 |
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"enterprise": {
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| 78 |
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"name": "Enterprise",
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| 79 |
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"price": "$15,000/mo",
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| 80 |
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"enforcement": "Full Mechanical",
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| 81 |
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"mechanical_gates": "✅ 7 Gates",
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| 82 |
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"approval_workflows": "✅ Custom",
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| 83 |
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"audit_trail": "✅ Unlimited",
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| 84 |
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"support": "Dedicated",
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| 85 |
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"sla": "99.99%",
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| 86 |
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"best_for": "Enterprise Scale"
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| 87 |
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}
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| 88 |
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}
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| 89 |
+
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| 90 |
+
def calculate_roi(self, current_tier: str, target_tier: str) -> Dict:
|
| 91 |
+
"""Calculate ROI for upgrade"""
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| 92 |
+
current_price = self.tier_pricing.get(current_tier, 0)
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| 93 |
+
target_price = self.tier_pricing.get(target_tier, 0)
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| 94 |
+
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| 95 |
+
# Calculate incident cost savings
|
| 96 |
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current_reduction = self.benchmarks["incident_reduction"].get(current_tier, 0)
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| 97 |
+
target_reduction = self.benchmarks["incident_reduction"].get(target_tier, 0)
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| 98 |
+
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| 99 |
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incident_savings = self.benchmarks["incident_cost"] * (target_reduction - current_reduction) * 12
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| 100 |
+
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| 101 |
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# Calculate time savings
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| 102 |
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team_size_current = self.benchmarks["team_size"].get(current_tier, 1)
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| 103 |
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team_size_target = self.benchmarks["team_size"].get(target_tier, 1)
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| 104 |
+
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| 105 |
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avg_team_size = (team_size_current + team_size_target) / 2
|
| 106 |
+
|
| 107 |
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time_savings = (
|
| 108 |
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self.benchmarks["time_savings_minutes"] / 60 * # Hours per decision
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| 109 |
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self.benchmarks["decisions_per_day"] * # Decisions per day
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| 110 |
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self.benchmarks["operating_days"] * # Days per year
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| 111 |
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self.benchmarks["engineer_cost_hourly"] * # Cost per hour
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| 112 |
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avg_team_size # Team size
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| 113 |
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)
|
| 114 |
+
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| 115 |
+
# Total annual savings
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| 116 |
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annual_savings = incident_savings + time_savings
|
| 117 |
+
|
| 118 |
+
# Calculate ROI
|
| 119 |
+
price_difference = target_price - current_price
|
| 120 |
+
annual_price_difference = price_difference * 12
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| 121 |
+
|
| 122 |
+
if annual_savings > 0:
|
| 123 |
+
roi_months = (annual_price_difference / annual_savings) * 12
|
| 124 |
+
else:
|
| 125 |
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roi_months = 999
|
| 126 |
+
|
| 127 |
+
# Payback period
|
| 128 |
+
if annual_savings > annual_price_difference:
|
| 129 |
+
payback_months = (annual_price_difference / annual_savings) * 12
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| 130 |
+
else:
|
| 131 |
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payback_months = roi_months
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| 132 |
+
|
| 133 |
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return {
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| 134 |
+
"current_tier": current_tier.upper(),
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| 135 |
+
"target_tier": target_tier.upper(),
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| 136 |
+
"annual_savings": f"${annual_savings:,.0f}",
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| 137 |
+
"incident_savings": f"${incident_savings:,.0f}",
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| 138 |
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"time_savings": f"${time_savings:,.0f}",
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| 139 |
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"monthly_investment": f"${price_difference:,.0f}",
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| 140 |
+
"roi_months": f"{roi_months:.1f}",
|
| 141 |
+
"payback_months": f"{payback_months:.1f}",
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| 142 |
+
"annual_roi": f"{(annual_savings / max(annual_price_difference, 1)) * 100:.0f}%"
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| 143 |
+
}
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| 144 |
+
|
| 145 |
+
def get_tier_comparison(self) -> List[Dict]:
|
| 146 |
+
"""Get tier comparison matrix"""
|
| 147 |
+
return [self.feature_comparison[tier] for tier in ["oss", "starter", "professional", "enterprise"]]
|
| 148 |
+
|
| 149 |
+
def calculate_enterprise_value(self, company_size: int = 100, incidents_per_year: int = 5) -> Dict:
|
| 150 |
+
"""Calculate enterprise-specific value"""
|
| 151 |
+
# Incident cost avoidance
|
| 152 |
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incident_avoidance = incidents_per_year * self.benchmarks["incident_cost"] * self.benchmarks["incident_reduction"]["enterprise"]
|
| 153 |
+
|
| 154 |
+
# Productivity savings
|
| 155 |
+
productivity_savings = (
|
| 156 |
+
company_size *
|
| 157 |
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self.benchmarks["time_savings_minutes"] / 60 *
|
| 158 |
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self.benchmarks["decisions_per_day"] *
|
| 159 |
+
self.benchmarks["operating_days"] *
|
| 160 |
+
self.benchmarks["engineer_cost_hourly"]
|
| 161 |
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)
|
| 162 |
+
|
| 163 |
+
# Compliance value (estimated)
|
| 164 |
+
compliance_value = 500000 # Estimated value of compliance automation
|
| 165 |
+
|
| 166 |
+
total_value = incident_avoidance + productivity_savings + compliance_value
|
| 167 |
+
enterprise_cost = self.tier_pricing["enterprise"] * 12
|
| 168 |
+
|
| 169 |
+
return {
|
| 170 |
+
"company_size": company_size,
|
| 171 |
+
"incidents_prevented": incidents_per_year * self.benchmarks["incident_reduction"]["enterprise"],
|
| 172 |
+
"incident_avoidance": f"${incident_avoidance:,.0f}",
|
| 173 |
+
"productivity_savings": f"${productivity_savings:,.0f}",
|
| 174 |
+
"compliance_value": f"${compliance_value:,.0f}",
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| 175 |
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"total_annual_value": f"${total_value:,.0f}",
|
| 176 |
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"enterprise_cost": f"${enterprise_cost:,.0f}",
|
| 177 |
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"value_ratio": f"{total_value / enterprise_cost:.1f}x",
|
| 178 |
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"monthly_roi": f"${(total_value - enterprise_cost) / 12:,.0f}"
|
| 179 |
+
}
|
| 180 |
+
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| 181 |
+
def generate_upgrade_path(self, current_tier: str) -> List[Dict]:
|
| 182 |
+
"""Generate upgrade path from current tier"""
|
| 183 |
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tiers = ["oss", "starter", "professional", "enterprise"]
|
| 184 |
+
|
| 185 |
+
try:
|
| 186 |
+
current_index = tiers.index(current_tier)
|
| 187 |
+
except ValueError:
|
| 188 |
+
current_index = 0
|
| 189 |
+
|
| 190 |
+
path = []
|
| 191 |
+
for i in range(current_index + 1, len(tiers)):
|
| 192 |
+
target_tier = tiers[i]
|
| 193 |
+
roi_data = self.calculate_roi(current_tier, target_tier)
|
| 194 |
+
|
| 195 |
+
path.append({
|
| 196 |
+
"from": self.feature_comparison[current_tier]["name"],
|
| 197 |
+
"to": self.feature_comparison[target_tier]["name"],
|
| 198 |
+
"price_increase": f"${self.tier_pricing[target_tier] - self.tier_pricing[current_tier]:,.0f}/mo",
|
| 199 |
+
"annual_savings": roi_data["annual_savings"],
|
| 200 |
+
"payback_period": roi_data["payback_months"] + " months",
|
| 201 |
+
"key_features": self._get_upgrade_features(current_tier, target_tier)
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| 202 |
+
})
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| 203 |
+
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| 204 |
+
return path
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| 205 |
+
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| 206 |
+
def _get_upgrade_features(self, from_tier: str, to_tier: str) -> List[str]:
|
| 207 |
+
"""Get key features gained in upgrade"""
|
| 208 |
+
features = {
|
| 209 |
+
"oss→starter": [
|
| 210 |
+
"Mechanical gates (3 gates)",
|
| 211 |
+
"Basic approval workflows",
|
| 212 |
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"30-day audit trail",
|
| 213 |
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"Business hours support"
|
| 214 |
+
],
|
| 215 |
+
"starter→professional": [
|
| 216 |
+
"Advanced gates (5 gates)",
|
| 217 |
+
"Custom approval workflows",
|
| 218 |
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"1-year audit trail",
|
| 219 |
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"24/7 support",
|
| 220 |
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"99.9% SLA"
|
| 221 |
+
],
|
| 222 |
+
"professional→enterprise": [
|
| 223 |
+
"Full mechanical gates (7 gates)",
|
| 224 |
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"Custom gate development",
|
| 225 |
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"Unlimited audit trail",
|
| 226 |
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"Dedicated support engineer",
|
| 227 |
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"99.99% SLA",
|
| 228 |
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"On-prem deployment",
|
| 229 |
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"SOC 2 compliance automation"
|
| 230 |
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]
|
| 231 |
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}
|
| 232 |
+
|
| 233 |
+
key = f"{from_tier}→{to_tier}"
|
| 234 |
+
return features.get(key, ["Enhanced features and support"])
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