Supervised insurance-room operations

Attribution, routing, retention, and AI qualification in one room workspace.

KALIBR is being built for insurance agencies that need cleaner vendor operations, stronger attribution, safer retention workflows, and AI-assisted call qualification without losing manager control.

N8 command center

One operator chat for morning checks, setup guidance, vendor review, retention work, and approvals.

AI voice qualification

Configure scripts, routing rules, transfer destinations, and provider credentials for inbound overflow testing.

Vendor and attribution ops

Track vendors, source lookup, creative traceability, CPA pressure, dropped calls, and quality signals.

Retention layer

Queue policy-risk work, prepare supervised outreach, and connect CRM/carrier checks as integrations come online.