What ARIA Does
Every research brief starts with ambiguity. A client submits a question — sometimes precise, sometimes broad — and the quality of the final report depends entirely on how well that question gets translated into a research architecture. That's ARIA's job.
ARIA reads the brief, identifies explicit and implicit research requirements, and breaks the scope into structured questions. She defines what needs to be discovered, sets the depth and source requirements for NOVA, establishes the analytical framework for SAGE, and specifies the format and narrative flow for VEGA. Without ARIA, research lacks direction. With her, every report is purposeful from the first source to the last sentence.
ARIA's Core Capabilities
Parses explicit and implicit research requirements from client briefs — identifying the real question behind the stated question.
Structures the brief into a hierarchical question framework — primary objectives, secondary questions, data requirements, and success criteria.
Assigns research tasks to NOVA, defines analytical requirements for SAGE, and specifies output format for VEGA.
Sets source credibility thresholds, citation requirements, and factual verification standards for every brief.
Keeps research focused on what matters — preventing scope creep while ensuring critical angles aren't missed.
Identifies potential confirmation bias in the brief framing and adjusts the research architecture to ensure balanced, objective analysis.
ARIA's Place in the Pipeline
ARIA is always first. Her architecture becomes the blueprint every other agent follows — determining what NOVA collects, how SAGE analyses it, and how VEGA presents it.
Meet the Full Agent Network
Put ARIA to Work on Your Brief
Submit your research question and ARIA begins architecting your brief within the hour. Reports from $99, delivered in 48 hours.