Deep Research Team
The native NataPulse Deep Research workflow uses eleven logical roles across six phases.
Phase 1: Plan
Section titled “Phase 1: Plan”Research Supervisor
Section titled “Research Supervisor”Defines the research question, scope, horizon, evidence needs, and specialist work plan. It identifies missing context and decides which analyst roles are relevant.
Phase 2: Analysis
Section titled “Phase 2: Analysis”Fundamental Analyst
Section titled “Fundamental Analyst”Examines company, project, filing, business, financial, and structural evidence applicable to the scope.
Technical Analyst
Section titled “Technical Analyst”Examines market structure, price history, volatility, anomalies, and technical context. It does not convert a chart pattern into a guaranteed prediction.
News & Macro Analyst
Section titled “News & Macro Analyst”Examines news catalysts, regulatory developments, macro conditions, and cross-asset context.
Sentiment & Social Analyst
Section titled “Sentiment & Social Analyst”Examines source identity, social attention, sentiment change, rumor risk, and corroboration.
On-chain Analyst
Section titled “On-chain Analyst”Examines wallet, protocol, transfer, exchange, bridge, and blockchain evidence when relevant.
Phase 3: Debate
Section titled “Phase 3: Debate”Bull Researcher
Section titled “Bull Researcher”Builds the strongest evidence-based positive interpretation. It must cite supporting evidence and identify assumptions.
Bear Researcher
Section titled “Bear Researcher”Builds the strongest evidence-based negative or skeptical interpretation. It tests source weaknesses, counterevidence, and failure conditions.
Phase 4: Strategy
Section titled “Phase 4: Strategy”Research Strategist
Section titled “Research Strategist”Converts the competing analyses into a structured research stance, horizon, scenarios, and monitoring plan. “Strategy” describes analytical framing, not trade execution.
Phase 5: Risk
Section titled “Phase 5: Risk”Risk Reviewer
Section titled “Risk Reviewer”Challenges the provisional view, identifies hidden dependencies, data-quality problems, tail risks, invalidation conditions, and confidence limits.
Phase 6: Synthesis
Section titled “Phase 6: Synthesis”Portfolio Synthesizer
Section titled “Portfolio Synthesizer”Produces the final source-cited research view, integrating analyst evidence, debate, risk review, confidence, limitations, and what to monitor.
Conditional execution
Section titled “Conditional execution”Not every role must run in every case. An on-chain analyst may be irrelevant to a conventional equity filing. A fundamental analyst may have little evidence for a short-lived market microstructure event. The supervisor adapts the plan to the subject and available data.
Explainability
Section titled “Explainability”The run detail exposes phase and step progress, specialist summaries, evidence, and limitations. It does not expose private prompts, hidden reasoning traces, model costs, or operational secrets.