🚀 Enterprise Platform

Complete ConversationalAnalytics Platform

Comprehensive platform for enterprise data intelligence with conversational AI, multi-database federation, MCP integration, and domain expertise.

Enterprise Ready

Built for GlobalEnterprise Scale

From multinational corporations to fast-growing startups, Qry scales with your organization's data infrastructure and global workforce needs.

Global Language Support

Query your data in Spanish, French, German, Portuguese, Italian, and more. Break down language barriers for international teams.

50+ Languages Supported

Advanced RBAC

Hierarchical permissions from datasource to table level. Group-based access control with inheritance and audit trails.

Enterprise-Grade Security

8-Database Federation

Seamlessly query across PostgreSQL, Snowflake, BigQuery, Databricks, Starburst, Redshift, Cloudera, and Salesforce in unified conversations.

8 Database Platforms

Persistent Memory

Cross-conversation context awareness. The AI remembers your preferences, patterns, and domain-specific insights.

Contextual Intelligence

Pre-computed Profiling

Automatic data enrichment with statistics, quality metrics, and column analysis for faster, smarter insights.

10x Faster Analysis

Kubernetes Native

Multi-task worker architecture with auto-scaling, health checks, and distributed task processing.

Cloud-Scale Performance

Ready for Enterprise Deployment?

Join organizations worldwide using Qry to democratize data access while maintaining enterprise-grade security and governance.

System Architecture

Enterprise-Grade Architecture

Scalable, secure, and performant infrastructure designed for mission-critical enterprise workloads

Qry Platform Architecture

Client Layer

Web Interface

React-based conversational UI

API Clients

REST API with SSE streaming

MCP Integration

Model Context Protocol support

API Gateway

Authentication

JWT/OAuth2 security

Rate Limiting

Request throttling

Load Balancer

Traffic distribution

AI & Processing Layer

LLM Integration

Claude, GPT, Gemini models

On-Prem LLMs

Nvidia NIM for local models

Domain Agents

Financial & Healthcare AI

Data & Infrastructure Layer

8-DB Federation

Unified multi-database queries

Valkey Cache

High-performance caching layer

Kubernetes Workers

Scalable task processing

Commercial & On-Premise AI Models

Integrate with leading commercial LLMs or deploy open-source models locally via Nvidia NIM for complete data sovereignty

Commercial LLMs

Claude 4 Sonnet & Opus(Anthropic)
200k contextCode analysisMulti-language
GPT-4(OpenAI)
Function callingVisionAdvanced reasoning
Gemini 2.5 Pro & Flash(Google)
1M contextMultimodalFast inference

On-Premise LLMs

Llama 4(via Nvidia NIM)
Fully localCustomizableAir-gapped
Qwen(via Nvidia NIM)
EfficientFast inferenceLow resource
Custom Models(Your fine-tuned)
Domain-specificProprietary dataFull control

Cloud-Native Architecture

Built for Kubernetes with auto-scaling and high availability

  • Horizontal pod autoscaling
  • Multi-region deployment
  • 99.9% uptime SLA
  • Zero-downtime updates

Enterprise Security

End-to-end encryption with comprehensive audit trails

  • AES-256 encryption at rest
  • TLS 1.3 in transit
  • SOC2 Type II compliance
  • Fine-grained RBAC

Performance Optimization

Intelligent caching and query optimization for sub-second responses

  • Query result caching
  • Predictive pre-computation
  • Connection pooling
  • Intelligent routing

Flexible Deployment Options

Choose the deployment model that best fits your security, compliance, and operational requirements

Most Popular

SaaS Cloud

Fully managed service with global availability

  • Instant setup
  • Auto-scaling
  • Managed updates
  • 24/7 support

Private Cloud

Dedicated infrastructure in your preferred cloud

  • Isolated environment
  • Custom configurations
  • Compliance ready
  • Direct support

On-Premises

Complete control with on-site deployment

  • Air-gapped option
  • Custom hardware
  • Full data control
  • Enterprise SLA

Technical Specifications

10k+
Concurrent Queries
< 200ms
Average Response Time
99.9%
Uptime SLA
8
Database Platforms
Performance Benchmarks

Unmatched Performance

Industry-leading performance metrics validated through rigorous testing and real-world deployments

Query Response Time

Qry185ms

Average response time

Others2,400ms

Traditional BI tools

13x faster

Concurrent Users

Qry10,000+

Simultaneous queries

Others500

Typical BI limit

20x more

Data Processing

Qry50GB/s

Throughput capacity

Others5GB/s

Standard processing

10x faster

Time to Insight

Qry30sec

From query to result

Others45min

Including setup time

90x faster

Real-World Performance Tests

Benchmarks from actual customer environments with production-scale data and complexity

E-commerce Analytics

Dataset: 1TB transaction data

Multi-table joins, aggregations

0.8s
Qry Response
24s
Competitor
30x
faster

Complex sales analysis across 15 tables with 500M+ records

Financial Risk Analysis

Dataset: 500GB market data

Time-series analysis, ML models

2.1s
Qry Response
180s
Competitor
85x
faster

Real-time risk calculations with historical pattern analysis

Healthcare Research

Dataset: 2TB clinical data

Statistical analysis, compliance

1.5s
Qry Response
45s
Competitor
30x
faster

Patient outcome analysis with HIPAA-compliant processing

Enterprise Scalability

Designed to scale from startup to enterprise with consistent performance

Horizontal Scaling

Auto-scale from 1 to 1000+ nodes based on demand

  • Sub-minute scaling response
  • Zero-downtime scaling
  • Cost-optimized resource allocation
  • Predictive scaling algorithms

Memory Optimization

Intelligent caching and memory management

  • Smart query result caching
  • Compressed data storage
  • Memory-aware query planning
  • Distributed cache coherence

Network Performance

Optimized for global, distributed deployments

  • Edge caching worldwide
  • Compression algorithms
  • Connection pooling
  • Regional data residency

What Makes Qry Fast

Advanced engineering and architectural decisions that deliver superior performance

Query Optimization

AI-powered query planning and execution optimization

  • Intelligent index selection
  • Parallel execution planning
  • Cost-based optimization
  • Adaptive query rewriting

Distributed Architecture

Cloud-native design for horizontal scalability

  • Microservices architecture
  • Container orchestration
  • Load balancing
  • Fault tolerance

Advanced Caching

Multi-level caching for lightning-fast responses

  • In-memory result caching
  • Predictive pre-computation
  • Edge caching network
  • Smart cache invalidation

Experience the Performance Difference

Run your own benchmarks with our performance testing suite

Industry Solutions

Tailored for Your Industry

Discover how Qry transforms data analysis across different industries with specialized features and domain expertise.

Financial Services

Risk analysis, compliance reporting, and customer analytics across global markets

Multi-language financial reporting in Spanish, Portuguese, English
Real-time risk assessment with @Finance domain agent
Compliance queries across multiple regulatory frameworks
Cross-database analysis of trading data and customer profiles
Example Query:
"¿Cuál es el VaR de nuestra cartera de divisas esta semana?" (What is the VaR of our currency portfolio this week?)

Healthcare

Patient analytics, research insights, and operational intelligence with HIPAA compliance

HIPAA-compliant data analysis with automatic PII protection
@Healthcare agent for medical terminology and context
Multi-language patient data analysis for diverse populations
Integration with EHR systems and research databases
Example Query:
"Show me patient readmission patterns for cardiovascular procedures in Q3"

Retail & E-commerce

Customer behavior analysis, inventory optimization, and sales performance insights

Global customer analytics in local languages
Real-time inventory and demand forecasting
Cross-platform sales analysis (web, mobile, in-store)
Personalization and recommendation insights
Example Query:
"Quais são os produtos mais vendidos no Brasil este mês?" (What are the best-selling products in Brazil this month?)

Manufacturing

Supply chain optimization, quality control, and operational efficiency analysis

Multi-facility production analytics across regions
Supply chain visibility and bottleneck identification
Quality control and defect pattern analysis
Predictive maintenance insights
Example Query:
"Analyze production efficiency trends across our European facilities"

Technology

User analytics, system performance monitoring, and product intelligence

User behavior and product usage analytics
System performance and infrastructure monitoring
A/B testing and feature adoption analysis
Customer success and churn prediction
Example Query:
"What features have the highest adoption rate among enterprise customers?"

Professional Services

Client analytics, project performance, and resource optimization insights

Client portfolio and project profitability analysis
Resource allocation and utilization optimization
Performance benchmarking across service lines
Business development and pipeline analysis
Example Query:
"Which practice areas have the highest client satisfaction scores?"

Don't See Your Industry?

Qry's flexible architecture adapts to any industry. Our team helps you customize domain agents and data connections for your specific use case.

Competitive Analysis

How Qry Compares

See why leading organizations choose Qry over traditional BI platforms for modern data intelligence

Q

Qry

Natural Language
Multilingual
10x Faster
Domain Agents
From $10k/year
T

Tableau

Visualization
Market Leader
Extensive Connectors
From $75/user/month
P

Power BI

Microsoft Integration
Cost Effective
Office 365
From $10/user/month
L

Looker

Data Modeling
Google Cloud
LookML
Custom pricing
Feature
Q
Qry
TableauPower BILooker
User Experience
Natural Language Queries
Ask questions in plain language
Multilingual Support (50+ Languages)
Global team accessibility
Conversational Interface
ChatGPT-like experience
Learning Curve
Time to productivity
Minutes
Weeks
Weeks
Months
Technical Capabilities
Cross-Database Querying
Query multiple DBs simultaneously
Pre-computed Data Profiling
Automatic context enrichment
Domain-Specific AI Agents
@mention specialized expertise
Persistent Memory
Context across conversations
Enterprise Features
Fine-grained RBAC
Role-based access control
Group-based Permissions
Simplified permission management
Data Governance
Compliance and audit trails
Cloud-native Architecture
Built for modern infrastructure

Why Organizations Choose Qry

Global Accessibility

Only platform supporting 50+ languages for truly global data teams

10x Faster Implementation

Minutes to productivity vs weeks/months with traditional BI tools

AI-Native Architecture

Built from ground up for conversational AI, not retrofitted

Universal Data Access

Connect to Your Entire Data Universe

Qry natively supports 8 major databases and unlocks access to 50+ more through our strategic integration with Trino (formerly PrestoSQL).

Native Connectors

Optimized, high-performance connections to the most popular enterprise data sources.

PostgreSQL
Snowflake
Google BigQuery
Databricks
Amazon Redshift
Cloudera
Salesforce
Starburst

Trino-Powered Federation

Leverage the power of Trino to query data anywhere. If Trino can connect to it, so can Qry.

MySQL
Oracle
Microsoft SQL Server
MongoDB
Cassandra
Redis
Elasticsearch
And 40+ more...

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