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Nigar A.
Automation & agents
Where autonomy is granted, tuned and revoked. Threshold changes are version-stamped onto every subsequent decision.
A3 · Script reviewer Assist claude-sonnet · prompt v1.4 · since 12 Jul
Checks scripts against brief rules, drafts feedback in three languages, cites the line.
Shadow Assist Autonomous
Confidence thresholds
Standard
92%
Regulated
97%
New brand
96%
New creator
95%
Last changed 12 Jul by Rəşad N. — regulated raised from 95%. Roll back
Current performance · 30 days
Agreement
94.2%
False approve
0.8%
False reject
2.1%
Volume
412
Performance detail
A4 · Content reviewer Shadow claude-sonnet · prompt v0.9 · since 19 Jul
Video checks: brand mention, disclosure, CTA position, prohibited content, match to approved script.
Shadow Assist Autonomous
⚠ Cannot leave shadow mode yet. Requires 300 recorded decisions and a 90% agreement rate. Currently at 184 decisions and 87.4% agreement — 116 more decisions and +2.6 points to go. The mode selector stays disabled until both are met.
Thresholds — inactive in shadow mode
Standard
93%
Regulated
98%
Shadow performance · 30 days
Agreement
87.4%
False approve
2.7%
False reject
4.9%
Volume
184
A1 · Applicant screener Autonomous — objective checks only prompt v2.0 · since 3 Jun
Auto-rejects only machine-verified objective failures. Everything subjective escalates. Never auto-rejects on vetting.
Shadow Assist Autonomous
Autonomy scope
✓Reject on follower count below the brief minimum, from a connected account
✓Reject on active exclusivity conflict
✗Never rejects on audience fit, tone, or authenticity — escalates
✗Never accepts — acceptance creates an engagement and money follows
Current performance · 30 days
Agreement
99.1%
Overturned
2
Escalated
41%
Volume
1,106
Prototype All screens