Agent action auditability
The share of agent actions backed by a complete, immutable audit record.
Formula
Agent action auditability
(agent actions with complete audit record / total agent actions sampled) * 100
Unit
percent
Direction
Higher is better
Cadence
Continuous for governed agents; monthly sample review.
Numerator
Agent actions with actor, action, context, approval, and outcome
Denominator
Total agent actions sampled
Worked Example
Audit sample of governed agent actions.
Agent actions sampled
1,200
Actions with complete audit record
1,050
Calculation
1,050 / 1,200 * 100
Result
87.5%
Interpretation
Auditability is strong but not complete enough for higher-risk autonomy.
Recommended action
Close logging gaps before increasing agent permissions.
Why it matters
This metric helps leaders see whether the ai amplification layer is healthy enough to support execution and AI readiness.
What it reveals
Whether governed agent activity can be reviewed, audited, and trusted.
Manual assessment method
Review whether agent actions are logged with actor, action, context, decision, approval, and outcome.
Lapemo calculation path
Supported where governed agent actions write audit records; live value depends on active action logging.
Interpretation Bands
Healthy
85-100%
Strong enough for normal operating review.
Watch
70-84%
Usable, but gaps should be assigned owners.
Risk
50-69%
Weak enough to slow execution or create risk.
Critical
<50%
Do not scale the related workflow without intervention.
Required inputs
- Agent action logs
- Actor
- Action
- Context
- Approval
- Outcome
Data sources
- Agent logs
- Audit logs
- Governance workflow
- Agent accountability checklist
Common pitfalls
- Counting logs without approval or outcome
- Sampling only successful actions
Recommended actions
- Complete audit schema
- Review failed actions
- Block unaudited high-risk actions
Measure Before You Scale
Measure the operating model before AI amplifies it.
Use the Metrics Library to understand what to diagnose, what to monitor, and where Lapemo can turn framework metrics into operating intelligence.