Enterprise Data Intelligence.
Speak the Language of Your Data.
Empower your business and product teams to query databases directly using conversational English. Arvya discovers schema taxonomies, generates highly optimized, dialect-aware SQL, self-heals compiler errors on the fly, and delivers rich interactive Plotly metrics dashboards in real-time.
SELECT category, SUM(CASE WHEN yr=2026 THEN revenue END) AS rev_26, SUM(CASE WHEN yr=2025 THEN revenue END) AS rev_25, ROUND((rev_26-rev_25)/rev_25*100,1) AS yoy_pct FROM sales WHERE quarter=1 GROUP BY category ORDER BY rev_26 DESC
Enterprise-Wide Data Ingestion & Analytics.
Without the engineering bottlenecks.
From natural language dialect translations to resilient self-healing query critical processes, Arvya builds a secure, real-time analytics layer over your databases.
Conversational Semantic Query Engine
Translate complex plain-English questions—such as "Compare quarterly recurring revenue across products with historical trends"—into optimized, dialect-aware SQL across PostgreSQL, MySQL, SQLite, and Oracle with zero manual writing.
Automated Python-Powered Visual Analytics
Complex analytical queries trigger automated python synthesis utilizing Pandas and Plotly. Render dynamic visual charts (zoom, hover, segment) inside your browser window instantly to turn raw metrics into active reports.
Cognitive Self-Healing SQL Critic Agent
Eliminate broken queries and operational latency. Our integrated, multi-agent SQL Critic automatically intercepts database compiler errors, refines the syntax tree, and auto-corrects queries on the fly.
Instant Schema Synchronization & Discovery
Connect databases and map schema layout completely in under two minutes. Our cataloging agents auto-decode table structures and foreign key relationships into unified, plain-English definitions.
Low-Latency Semantic Query Cache
Leverage ChromaDB-backed vector caching to identify equivalent questions—even if worded differently. Return cached results instantly at sub-second speed, bypassing redundant computation loops completely.
Zero-Trust Read-Only Data Isolation
Enforce structural isolation with read-only database connections and detailed audit logs. Your underlying private database rows are never modified, moved, or stored—preserving absolute data residency.
From Connection to Analysis
in six straightforward steps.
No complex manual configurations. Just connect your relational storage and query data instantly with automated visualization mapping.
Access Your Sovereign Environment
Access your fully isolated Arvya secure workstation. Each tenant's environment is containerized to prevent configuration sharing or leakage.
Establish Isolated Relational Connection
Input connection details securely. Arvya supports direct dialect parsing on PostgreSQL, MySQL, SQLite, and Oracle without needing intermediate middleware.
Target Active Schemas for Ingestion
Specify the exact target schemas and tables for cataloging. Select schemas you want active—giving you full control over metadata collection.
Schema Analysis & Categorization
The cataloging agent auto-discovers database structure, column metrics, primary key layouts, and maps cryptic abbreviations into semantic dictionary definitions.
Natural Language Dialogue & SQL Generation
Enter queries as naturally as writing a prompt. The agent reads context, drafts compliant joins across tables, and validates syntax trees automatically.
Automated Visualization & Response Render
Analytical prompts automatically trigger structured data outputs and Plotly interactive metrics charts in real-time. Frequent queries resolve instantly from vector cache.
Relational Storage, Queryable.
Instant Conversational Insights.
Connect relational databases securely and deploy real-time semantic query tools across departments. Zero data leaves your corporate parameters.