- Lever 01
Direct savings
Token controls and value-aligned routing on chat subscriptions and agent traffic.
Typical Annual Savings
$90,000
- Lever 02
Risk Prevention & Recovery
Manual governance FTEs and incident discovery & recovery effort avoided.
Typical Annual Savings
$800,000
- Lever 03
Control-plane total
Direct AI-cost savings plus Prevention & Recovery effort avoided.
Typical Annual Savings
$890,000
The cards below show typical mid-size enterprise cost & savings numbers. Adjust the impact parameters to visualize your scenario specific savings
AI Usage Cost
Direct Savings
AI Web Chat Subscription Cost
500 users
$60,000
AI Web Chat - Token Controls
20 % of AI Subscription Cost
$12,000
AI Web Chat - Value Aligned LLM Routing
30 % of AI Subscription Cost
$18,000
AI Agents/Apps Token Cost
50 agents
$150,000
AI Agents/Apps - Token Controls
20 % of Agents/Apps Token Cost
$30,000
AI Agents/Apps - Value Aligned LLM Routing
20 % of Agents/Apps Token Cost
$30,000
Annual AI Cost
$210,000
Annual AI Cost Savings
$90,000
Potential Security & Compliance Exposure Due to AIAn average enterprise faces 2600 Sensitive Data Leakage incidents, 1500 Regulatory Non-Compliance incidents and 500 Security Vulnerabilities & Attack incidents per year due to Generative AI adoption as per following industry reports:
- Netskope Threat Labs: Cloud and Threat Report
- IBM Security & Ponemon Institute: Cost of a Data Breach Report
- Cyberhaven Labs: AI Data Security & Shadow AI Report
- GitGuardian: State of Secrets Sprawl Report
- Cloud Security Alliance (CSA): State of AI & Security Survey
An average enterprise faces 2600 Sensitive Data Leakage incidents, 1500 Regulatory Non-Compliance incidents and 500 Security Vulnerabilities & Attack incidents per year due to Generative AI adoption as per following industry reports:
- Netskope Threat Labs: Cloud and Threat Report
- IBM Security & Ponemon Institute: Cost of a Data Breach Report
- Cyberhaven Labs: AI Data Security & Shadow AI Report
- GitGuardian: State of Secrets Sprawl Report
- Cloud Security Alliance (CSA): State of AI & Security Survey
Prevention & Recovery Efforts Savings
Sensitive Data Leakage incidents
2,600
Regulatory Non-Compliance incidents
1,500
Security Vulnerabilities & Attack
500
Manual Governance & Prevention
3 FTEs
$300,000
Incident Discovery & Recovery
50 incidents per year
$500,000
Annual Prevention & Recovery Effort Savings
$800,000
Savings figures are based on observations from our platform and some trusted industry reports. They do not constitute a formal quote or guarantee of savings.

