Platform Capabilities

Enterprise Features Built for Maximum Impact

Every feature is designed for production-grade reliability, speed, and security at scale.

10M+ Enterprise Scale Ingestion

High-performance streaming chunking (chunksize=100k) and dynamic memory downcasting handle multi-gigabyte CSV, Excel, JSON, XML, Parquet, and Feather files with zero memory bottlenecks.

AES-256 Field Encryption at Rest

Bank-grade Fernet encryption protects all sensitive text/string columns stored in SQL Server tables. Authorized user sessions decrypt data transparently in real-time.

Sub-Second 0.005ms T-SQL Engine

85%+ of standard data requests are evaluated locally in under 0.005ms by our fast T-SQL pattern engine, avoiding external LLM network delays completely.

Bilingual Voice AI Querying

Ask questions via voice or text in English or Roman Urdu. Web Speech API transcription with automatic phonetic normalization (e.g., "top 5 ross" → "top 5 rows").

Multi-Dataset Cross Analysis & JOIN

Perform instant INNER JOIN matching across multiple uploaded datasets. Auto-detect matching columns and merge data for cross-file metrics discovery.

Automated AI Chart Generation

AI automatically selects the best chart type (Bar, Line, Pie, Scatter, Histogram, Box Plot, Area, Heatmap) and generates interactive Plotly visualizations.

1-Click Executive Report Exports

Generate professional PowerPoint (PPTX), PDF, Word (DOCX), Excel (XLSX), CSV, and SVG chart exports in under 100ms with AI executive takeaways included.

AI Forecasting & Predictions

Generate automated time-series forecasts and AI-driven business predictions from your dataset columns with confidence intervals and trend analysis.

Row-Level Data Isolation

Strict SQL Server UserID filtering isolates every uploaded dataset and query result to its owner. Zero cross-tenant data leakage guaranteed.

Multi-Format Support

9 Enterprise File Formats Supported

CSV (.csv)
TSV (.tsv)
Excel (.xlsx)
Excel (.xls)
JSON (.json)
XML (.xml)
Parquet
Feather
Text (.txt)

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