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Technical Account Success operates with a network of AI agents that collaborate under Twin’s coordination. Core agents provide shared capabilities. Domain agents bring specialized skills for technical implementation, integration, and architecture management.

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Twin

Twin is your personal AI operator. In Technical Account Success, Twin assembles technical context, monitors integration health, drafts architecture recommendations, and coordinates implementation tracking. Twin maintains continuity across sessions for seamless handoffs.

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Core Agents

  • Discovery Agent: Identifies relevant technical accounts, integrations, and issues across source systems. Surfaces entities matching technical patterns.
  • Triage Agent: Prioritizes technical signals by severity, customer impact, and environment. Routes health alerts, integration failures, and escalation triggers.
  • Schema Agent: Validates data quality, field mappings, and entity relationships. Flags inconsistent integration configs, missing architecture records, or orphaned issues.

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Domain Agents

  • Implementation Agent: Tracks project milestones, flags blockers, and validates completion criteria. Suggests milestone sequencing based on historical patterns.
  • Integration Agent: Monitors connected system health, diagnoses failures, and proposes remediation steps. Analyzes configuration drift and version compatibility.
  • Architecture Agent: Prepares and conducts architecture reviews. Compares customer stacks against best practices, flags deprecated patterns, and documents recommendations.
  • Technical Escalation Agent: Manages technical blocker workflows. Assesses severity, coordinates engineering engagement, and tracks resolution progress.
  • Health Audit Agent: Runs proactive assessments of integration health, API usage, and technical debt. Generates audit reports with prioritized recommendations.