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Our typical engagement follows a phased approach: Discovery (1-2 weeks), Pilot (4-6 weeks), and Production (8-12 weeks). Most customers see their first agentic workflow running in production within 6-8 weeks from kickoff. The timeline depends on the complexity of your workflows and integration requirements.

Every AscendVue system includes comprehensive governance controls: tool allow-lists that restrict agent actions, approval workflows for high-risk operations, complete audit logs for compliance, role-based access control (RBAC), and real-time monitoring with alerting. We are SOC 2 compliant and support GDPR, HIPAA, and other regulatory requirements.

We implement multiple layers of safety: agents can only access pre-approved tools and APIs, high-risk actions require human approval before execution, all outputs are validated against business rules, and we provide real-time monitoring with anomaly detection. Additionally, every agent action is logged with full traceability, and you can configure confidence thresholds and fallback behaviors for edge cases.