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A team of specialized AI agents profiles, cleans, analyzes, discovers patterns, predicts outcomes, and delivers a complete analytics report — automatically. No coding, no prompting required.
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Meet the Agents
Each agent performs real computation — then AI interprets the results.
Data Profiler
Analyzes column types, distributions, cardinality, and semantic patterns across your entire dataset.
Domain Intelligence
Identifies your data's domain, maps column meanings to business concepts, and builds an analysis blueprint used by every downstream agent.
Quality Inspector
Detects missing values, outliers (IQR + Isolation Forest), duplicates, and computes a quality score.
Statistical Analyst
Runs distribution fitting, hypothesis tests (t-test, ANOVA, chi-square), and correlation analysis.
Pattern Discovery
Performs clustering (K-Means), anomaly detection (Isolation Forest + LOF), trend analysis, and seasonality decomposition.
Predictive Analyst
Auto-ML with multiple models, feature importance, time series forecasting, and what-if scenarios.
Deep Dive Analyst
Performs domain-specific deep analysis — cohort analysis, funnel metrics, retention curves, and advanced segment profiling.
Visualization Architect
Designs an interactive dashboard with Plotly charts, 3D scatter plots, heatmaps, and more.
Insight Narrator
Generates executive summaries, ranked findings, actionable recommendations, and a complete data story.