AI Agent Governance Scorecard

🔍 Dimension 1: Visibility

No — I don't know how many agents are running

Partially — I can check logs after the fact

Mostly — I have some monitoring but gaps exist

Yes — real-time dashboard with full activity feeds

💰 Dimension 2: Cost Control

No — I find out costs at end of month

I track total spend but not per-agent

I set budgets manually and check periodically

Auto-enforced per-agent budgets with real-time alerts

🔐 Dimension 3: Security

No — agents have full access to everything

Basic — some API key restrictions

Per-agent permissions exist but aren't scored

Fine-grained permissions + security scoring per agent

📋 Dimension 4: Compliance

No — no structured logs exist

Partial — scattered logs across systems

Most activity logged but not easily searchable

Full audit trail — searchable, exportable, compliance-ready

🚨 Dimension 5: Emergency Response

I'd have to find and kill the process manually

I could revoke API keys (minutes)

I have scripts but they're not one-click

One-click kill switch — instant, from any device

📊 Dimension 6: Audit Readiness

No — I couldn't produce a report

I could manually compile something in a few days

Some dashboards exist but gaps remain

One-click export with full activity history