// Human-in-the-loop
Approval Center
Central human-in-the-loop gate. Only Owner and Administrator may approve system-level changes.
Pending (6)
riskcommunicateconfidence 80%
Guest escalation: Refund / compensation
Social media
Sensitive category (Refund / compensation), never auto-decided.
AI: Human decision required. Draft holding reply prepared.
Hey Lukas! Thank you for your message, the team will check this and get back to you shortly. Just shout if there's anything else we can do for you! 😊
riskcommunicateconfidence 90%
Guest escalation: Safety / emergency / access
Social media
Sensitive category (Safety / emergency / access), never auto-decided.
AI: Human decision required. Draft holding reply prepared.
Hey Mia! Thank you for your message, the team will check this and get back to you shortly. Just shout if there's anything else we can do for you! 🙌
warndevelopconfidence 82%
Finance-ready bed count: 42 beds — Bismarckstraße 90
Strategy
Bed count must be confirmed before Planzahlen generation.
AI: Approve 42 beds per approved layout + small variants.
Layout Scenario v2 → 42 beds (large + small capsule mix).
riskcommunicateconfidence 40%
Guest refund request — Airbnb (Gryphiusstraße 10)
Social media
Refund category always escalates.
AI: Human decision required; draft empathetic holding reply prepared.
Draft: 'Thank you for reaching out, we are reviewing your request…'
infopromoteconfidence 88%
Marketing post ready to publish — Instagram
Content strat.
Human approval required before publishing.
AI: Approve; on-brand and within guidelines.
Caption + asset brief attached.
warnadministrateconfidence 55%
Invoice extraction low confidence — Vattenfall
Administration
OCR confidence below threshold on VAT amount.
AI: Review VAT and supplier VAT ID before booking.
Net 210.00 / VAT ? / Gross 249.90 EUR
Approval Center (09)