FAQ
Questions operators ask before giving a system permission to act.
Short answers on ARS, Triad, AIOS, modules, agents, connectors, knowledge graph, CRM operations, governance, and execution.
What is ARS?The Autonomous Revenue System: 6 revenue modules, 50+ agents, connectors, diagnostic scoring, execution workflows, and CRM-aware feedback loops.
What is Triad?The central AI agent that interfaces with users and orchestrates ARS decisions across modules, agents, connectors, policies, and outcomes.
What is AIOS?The AI Operating System underneath ARS: multi-model routing, MCP per module, governance, audit, approvals, PREV loop, and knowledge graph runtime.
What does ARS execute?Recovery messages, media recommendations, commerce tasks, search/content briefs, workflow handoffs, CRM tasks, and governed actions when policy allows.
What is the Knowledge Graph?The shared memory layer where agents learn from other agents, module performance, brand behavior, industry patterns, connector traces, and CRM outcomes.
What are SEO, GEO, and AEO?SEO gets found in search, GEO gets cited by generative engines, and AEO gets selected by answer engines and AI agents.
How does CRM fit?The diagnostic creates a lead with source page, URL analyzed, industry, score, biggest gap, recommended module, and next action for sales follow-up.
Who should start?Operators with revenue leakage across ecommerce, automotive, beauty, real estate, hospitality, finance, or any stack with multiple disconnected revenue tools.