Pilot Measurement

Cera Performance

Live metrics update as humans accept, reject and approve Cera's work.

Findings Generated

126

Findings Validated

114

Accepted Recs

91%

False Positive Rate

3.8%

Review Time Saved

27.4h

Avg Analysis Time

42s

Unauthorized Actions

Execution Accuracy

99.1%

Human Acceptance

4.6 / 5

Findings generated vs validated

Acceptance rate & false positives (%)

Cumulative review hours saved

Readiness to Expand Authority

Authority is earned through validated performance.

Current Level

Level 1 · Recommend

Next Level

Level 2 · Draft

Readiness

72%

Requirements to advance

50 validated recommendations
38 / 50
≥95% accepted technical accuracy
91.2%
<5% false-positive rate
3.8%
Zero unauthorized modifications
0
Stakeholder approval
Pending
Configuration-control approval
Pending

Human feedback · rejection reasons

Incorrect interpretation3
Accepted schedule condition3
Missing context2
Data issue1
Duplicate finding1

Recent feedback this session

No feedback recorded yet in this session. Accept or reject findings to see metrics update.

Learning loop

Observe→Understand→Configure→Test→Measure→Review→Improve

Every human decision on a Cera finding is stored with its reason. Rejection patterns inform rule configuration and thresholds, which are re-tested and measured before any change in Cera behavior is deployed.

104

Accepted

Rejected / returned

Drafts approved (session)