// Support Operations — 3-Channel Flow & ROI Model

Calculate the Operational Impact & ROI of
AI-Native Support.

Model support volume across AI-Native Support, Traditional Rule-Based Bots, and Human Agents to compare containment, resolution efficiency, and cost reductions in real time.

// 01 — Volume Distribution Inputs
Total Issues Processed
AI-Native Involved
AI Contained
Resolved By AI
Bot Involved
Bot Contained
Resolved By Bot
Resolved By Human
// 02 — Operational Cost Inputs
AI Cost / Resolution ($)
Bot Cost / Resolution ($)
Agent Rate / Hour ($)
Monthly Platform/CRM Cost ($)
// 03 — Resolution Time & Capacity Inputs
AI TTR (Mins)
Bot TTR (Mins)
Human TTR (Mins)
Agent Resolutions / Hr
// Multi-Channel Issue Flow Visualization
AI-Native Path
Traditional Bot Path
Human-Resolved
Direct Human Volume
Rejected
// Segmented Channel Comparison Matrix
Metric / Channel AI Traditional Bot Human Agent Overall System
Total Volume Touched Count of issues entering channel 0 0 0 0 Total Processed
Involvement Rate Channel Involved / Total Issues 0% 0% 0% 100% System Involvement
Automation / Resolution Share Channel Resolved / Total Issues 0% 0% 0% 0% Total Resolved / Total Issues
Containment Rate Channel Contained / Channel Involved 0% 0% N/A 0% (AI + Bot Contained) / Total Issues
Channel Resolution Rate Channel Resolved / Channel Contained 0% 0% 0% 0% System Weighted Average
Escalation Rate to Human Channel Escalated / Channel Involved 0% 0% N/A 0% Total Esc. / (AI + Bot Involved)
Rejection Rate Channel Rejected / Channel Involved 0% 0% 0% 0% Total Rejected / Total Issues
Cost / Resolution Total Channel Cost / Channel Resolved $0.00 $0.00 $0.00 $0.00 Total Cost / Total Resolved
// Financial Impact & Capital Savings
Total AI Cost
$0
AI Resolved × AI Cost/Ticket
0 × $0.00
Operational spend on AI-Native resolutions.
Total Traditional Bot Cost
$0
Bot Resolved × Bot Cost/Ticket
0 × $0.00
Operational spend on Traditional Bot resolutions.
Total Human Cost
$0
Human Resolved × Cost per Human Res.
0 × $0.00
Total operational cost for manual human resolutions.
Total Support Cost (Inc. CRM)
$0
AI + Bot + Human + CRM Costs
$0 + $0 + $0 + $0
Actual operational cost for resolved issues including platform fees.
Cost Without Automation
$0
Total Resolved × Cost per Human Res.
0 × $0.00
Projected expense if all resolved tickets were handled manually.
Blended Cost / Resolution
$0.00
Total Support Cost ÷ Total Resolved
$0 ÷ 0
Average cost across AI, Bot, Human, and CRM platform costs.
Projected Total Savings
$0
Cost without Automation - Total Support Cost
$0 - $0
Net capital preserved by replacing human manual labor with AI & Bot automation.