Rooman Analytics — Autonomous AI Data Analyst & BI Workspace

Platform Overview

The Complete Analytical Workspace

From raw ingestion to automated machine learning models, statistical profiles, and boardroom presentations.

https://analytics.rooman.com/workspace

Connected to Engine

Enterprise Data Quality Audit

Score: 94 / 100

Audit scanned 142,500 rows across 18 columns. Detected 412 missing values, 88 outliers, and 3 schema type mismatches.

Missing Values (KNN Imputation) Resolved (412 rows)

Z-Score Outlier Clipping (99.5th percentile) Clipped (88 values)

Duplicate Record Elimination 0 duplicates remaining

Repeatable Pipeline

All transformations are compiled into an audited DAG pipeline executed idempotently on new imports.

[1] DropNullRows(thresh=0.9)
[2] ImputeMean(['revenue', 'cost'])
[3] StandardizeDates('iso_8601')
[4] DeduplicateBy(['order_id'])

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Distribution Analysis

Annual Revenue

• Mean: $1.42M • Median: $1.18M
• Skewness: +0.84 (Moderate Right)
• Kurtosis: 3.12 (Normal)

Correlation Matrix

Driver Relationships

• Ad Spend ↔ Conversions: +0.89
• Customer Churn ↔ Tenure: -0.72
• Support SLA ↔ CSAT: +0.81

Statistical Anomalies

3 Clusters Identified

• DBSCAN identified 14 outlier orders.
• Variance explained: 88.4% via PCA.
• Trend inflection detected at Week 38.

Visualization Engine (Apache ECharts) Rendered in 12ms

North America Europe Asia-Pacific LATAM Enterprise Tier SMB Tier

"Which customer segment had the largest decline in margin last quarter, and what was the root cause?"

ASK BRO AGENTIC AI

Based on variance decomposition across 42,000 transactions:

1. Impacted Segment: Mid-Market SaaS (-14.8% gross margin YoY).
2. Primary Driver: Server egress costs spiked 38% following the v3.4 database deployment.
3. Recommendation: Applying query caching to the analytics gateway will recover approximately $184,000/quarter.

-- High-performance DuckDB SQL Console running directly in browser memory

SELECT

region,
COUNT(DISTINCT customer_id) AS active_accounts,
ROUND(SUM(revenue), 2) AS total_arr,
ROUND(AVG(nps_score), 1) AS avg_nps

FROM

active_workspace_dataset

GROUP BY

region HAVING total_arr > 500000

ORDER BY

total_arr DESC;

Query executed in 4.2ms. Returned 4 aggregated records.

Platform Capabilities

Built for Enterprise Data Teams

An integrated workspace replacing fragmented toolchains with modern, automated workflows.

Universal Connectors

Instantly ingest CSV, Excel, Parquet, and JSON files or establish direct query connections to PostgreSQL, Snowflake, BigQuery, and SQLite.

PostgreSQL Snowflake BigQuery Parquet

Automated Cleaning Engine

Algorithmic data quality auditing, missing value imputation (KNN, mean, iterative), statistical outlier clipping, and type coercion.

KNN Imputation Z-Score Outliers Deduplication

Exploratory Data Analysis

Automated statistical summaries, distribution curves, Pearson and Spearman correlation matrices, skewness, and kurtosis calculations.

Distributions Correlations Quantiles

Smart Visualizations

Intelligent chart generation powered by Apache ECharts. Automatically selects optimal representations for continuous and categorical dimensions.

Bar & Line Scatter Matrix Radar Charts

Executive Briefing & Reports

Generate publication-grade PDF briefs tailored for leadership teams, with automated summaries, evidence logs, and strategic conclusions.

PDF Export Executive Brief Audit Trails

Interactive BI Dashboards

Construct responsive multi-widget dashboards with customizable KPI summary cards, cross-filtering, and dynamic slicing controls.

KPI Cards Cross-Filtering Real-Time

Mathematical Insight Miner

Automated detection of anomalies, structural change points, variance drivers, and statistical correlations without manual scripting.

Anomaly Miner Driver Attribution Change Points

Prescriptive Recommendations

Translate findings into concrete business actions. Statistical models estimate potential impact, expected ROI, and confidence intervals.

ROI Estimation Prioritized Steps Confidence Ranks

CodeStudio (Python & SQL)

Embedded data science console. Write and execute DuckDB SQL queries and Python scripts directly against active tables in milliseconds.

DuckDB SQL Python Engine Isolated Sandbox

ASK BRO Agentic Copilot

A conversational data analyst copilot that executes actions. Type queries in plain language to clean columns, run models, and generate answers.

Agentic AI Multi-Turn Memory Direct Execution

AI Copilot

Query Data with Natural Language

Select a sample query to see how ASK BRO formulates data science queries, computes results, and delivers executive answers.

Select Sample Query:

"Detect anomalies in monthly recurring revenue"

ASK BRO AGENTIC AI

Analyzed 36 monthly intervals using Isolation Forest & Moving Median bounds (±2.5σ):

• Anomaly Detected: Month 22 (October) experienced an unexpected 24.3% revenue dip.
• Correlated Factor: 72% correlation with enterprise contract renewal delays in the EMEA territory.
• Action Taken: Generated anomaly flag in active dataset and staged visualization in your Visualize tab.

Try ASK BRO on Your Datasets →

Standard Pipeline

From Ingestion to Executive Action

How enterprise analytics teams accelerate turnaround time from days to minutes.

Connect & Ingest

Upload CSV, Excel, Parquet or link relational databases. Rooman automatically profiles schemas, types, and null percentages.

Automated Cleaning

Execute automated audits with intelligent KNN imputation, Z-score outlier trimming, and schema normalization.

Deep Exploratory Stats

Examine correlation matrices, skewness, distribution curves, and interactive multi-chart dashboards powered by ECharts.

Prescribe & Deliver

ASK BRO computes driver attributions, calculates expected ROI, and compiles executive PDF briefs ready for board presentations.

Access & Plans

Start with a 14-Day Free Trial

Full platform access with no credit card required. Experience complete data intelligence with zero commitment.

RECOMMENDED

14-Day Free Trial

Complete platform access for individual analysts and data teams

$0 / 14 days

All 10 Analytics Modules Unlocked
Automated Data Cleaning & Audits
ASK BRO Agentic AI Copilot
Executive PDF Briefings Export
PostgreSQL & Database Connectors
No Credit Card Required

Start Free Trial →

Professional

For dedicated analysts and scaling analytics departments

$49 / analyst / mo

Everything in Free Trial
Persistent Pipelines & Cloud Sync
Priority LLM Inference Queue
Saved Dashboards & Reports
Standard Enterprise Support

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Enterprise

Custom deployments, strict governance, VPC, and dedicated SLA

Custom / organization

Private VPC / On-Prem Deployment
Dedicated High-Throughput Cluster
Custom LLM Endpoint & Fine-Tuning
SSO / SAML / RBAC Governance
24/7 Dedicated Support & SLA

Contact Enterprise Sales

FAQ

Frequently Asked Questions

Details regarding data privacy, enterprise security, and the 14-day free trial.

You receive immediate access to the full Rooman Analytics workspace, including all 10 analytical studios, automated data cleaning, and the ASK BRO AI copilot. No credit card is required.

Yes. Every account operates inside an isolated tenant context. Datasets, saved queries, cleaning transformations, and conversations are never shared across users or used for training public models.

Rooman Analytics supports CSV, TSV, Excel (.xlsx, .xls), Parquet, and JSON files, alongside direct connectors for PostgreSQL, Snowflake, BigQuery, and SQLite.

Yes. You can export publication-quality PDF executive briefs, presentation-ready PNG and SVG charts, clean datasets as CSV or Parquet, and reproducible pipeline definitions.

Transform Raw Data into Strategic Intelligence with Autonomous AI