Thuong

Transform vague business analysis requests into precise data specifications for execution.

Structure candidate explanations for KPI changes before analysis.

Orchestrates open-ended analytics requests by dynamically selecting and executing relevant analysis skills.

Analyze KPI movements with a structured approach to identify causes and next steps.

Clarify ambiguous business questions to ensure precise analysis.

Perform initial analysis on datasets to uncover distributions, patterns, and potential questions.

Ensure data reliability before analysis with structured checks on datasets, CSVs, and tables.

Generate decision-ready forecasts for KPIs and operating metrics with clear assumptions and uncertainty bounds.

Analyze user journeys through sequential steps to identify conversion drop-offs and segment performance.

Evaluate dashboards for clarity, structure, and decision-making effectiveness.

Analyze repeat behavior over time with clear cohort logic and retention rules.

Group customers or users into actionable segments with defined thresholds and profiles.

Evaluate causal claims from observational data and assess their validity.

Enhance AI analysis capabilities with structured workflows for disciplined insights.

Transform A/B test results into disciplined decision memos with clear recommendations.

Transform data analysis into concise, decision-oriented memos for stakeholders.

Ensure precise definitions for metrics to avoid misinterpretation in analysis and reporting.