Whitepaper
Governed AI in Support Operations
"From Assist to Automation: How to deploy AI safely in enterprise support"
A technical and commercial brief covering the full FortiVault + FortiAgent control plane: execution architecture, governance design, calibration metrics, progressive rollout, and ROI framework — everything you need to build the internal case.
AI Trust Score, Automation Rate, and Override Rate — explained for leadership
Governance gating for sensitive categories and high-severity tickets
Progressive rollout: Assist → Auto-route → Deflect
Calibration metrics, confusion matrices, and accuracy trends
Covers the full stack
FortiAgent — Execution
Knowledge retrieval, live connectors, guidance rules, embeddable widget, write-back procedures
FortiVault — Governance
Trust scoring, risk detection, automation policy, human review thresholds, audit trail
Table of contents
Executive summary
Why AI governance is the missing layer in enterprise support operations.
The control plane model
Six-stage architecture: measure, govern, calibrate, assist, automate, deflect.
AI Trust Dashboard
Trust Score, Accuracy, Automation Rate, and Override Rate — defined and explained.
Governance and gating
Confidence thresholds, forced review rules, and audit trail architecture.
Progressive rollout
How to safely expand from Assist to Auto-route to Deflect.
ROI framework
Sample calculations for triage time, SLA compliance, and automation rate.
Security & compliance
Data handling, audit trail, access control, and regulated environment fit.
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