AI Agent Ecosystem

The AI Agent Ecosystem is Skit.ai's multi-agent architecture comprising purpose-built agents that operate across the full collection workflow. Pre-campaign Decisioning Agents validate portfolios, form consumer cohorts, and define compliant engagement strategies before outreach begins. Conversational Agents handle live voice, email, SMS, and chat interactions using account context, conversation history, and real-time sentiment signals to guide consumers toward payment, promises, callbacks, or escalation. Orchestration Agents coordinate agent sequencing, manage channel switches, and handle escalation paths in real time. Compliance Agents enforce regulatory guardrails (FDCPA, TCPA, Reg F, UDAAP, HIPAA, PCI-DSS) across all decisions and conversations, while QA, Insight, and Learning Agents audit quality, extract performance insights, and continuously update models for improved outcomes.