Scope Agent
Clarifies intent, business domain, audience, and decision criteria before analysis begins.
Agents
Deploy agents with clear responsibilities, governed tool access, and audit trails that business teams can review.
Agent system
Each agent performs a focused job and collaborates through the 3A orchestration layer.
Clarifies intent, business domain, audience, and decision criteria before analysis begins.
Translates questions into governed queries and checks metric definitions.
Reads user, customer, campaign, and operational patterns across business systems.
Forecasts expected movement and confidence intervals from historical signals.
Packages recommendations and routes them into approval or execution workflows.
Checks policy, source quality, access controls, and human-review requirements.
Operating model
3A agents operate inside approved data, policy, and workflow boundaries.
Role-specific instructions and tool permissions.
Human approval steps for sensitive recommendations.
Traceable reasoning paths for every decision packet.