An Operating System
That Thinks.
A patented three-layer architecture that interprets your intent, orchestrates your data across every system, and generates a bespoke interface -- all in milliseconds.
The Brain
AI Query Engine
Most AI searches keywords. QueryNow interprets Business Intent. When you ask "Show me risky invoices," our engine understands that requires data from Banking (Cash flows) and ERP (Accounts Payable) -- and orchestrates the retrieval automatically.
Intent Recognition
Goes beyond keyword matching to understand the business context behind every query.
Cross-Silo Intelligence
Knows that "Show me Q4 sales trends and inventory impact" requires data from CRM and ERP simultaneously.
Contextual Memory
Learns from your organizational patterns to deliver increasingly precise results over time.
Enterprise Systems
ERP
Oracle, SAP, NetSuite
CRM
Salesforce, HubSpot
HR
Workday, BambooHR
IT
ServiceNow, Jira
AI & Agent Interoperability
MCP Protocol
Model Context Protocol compatible tools and servers
AI Agents
Your existing copilots, chatbots, and agentic workflows
Enterprise AI
Custom models, Azure OpenAI, AWS Bedrock
API Fabric
REST, GraphQL, webhooks, and event streams
The Orchestration Layer
Middleware Integration & AI Interoperability
A unified API fabric that treats your entire enterprise stack as a single, queryable system. Oracle, NetSuite, Workday, Salesforce -- all normalized, all accessible through one intelligent layer. No migration required.
But it goes further. The orchestration layer speaks MCP (Model Context Protocol), connects to your existing AI agents and copilots, and bridges your enterprise AI investments -- whether that's Azure OpenAI, AWS Bedrock, or custom fine-tuned models. Every AI dollar you've already spent gets amplified, not replaced.
The Breakthrough
Dynamic Layout Engine
The system doesn't fetch a report. It designs a bespoke user interface in milliseconds. It intelligently selects the right widgets -- charts, forms, KPIs, and action buttons -- and arranges them into a custom dashboard based on your specific query.
Generated Widgets
Three Layers. One Patented System.
The complete pipeline -- from natural language query to personalized dashboard -- is covered under a single unified patent.
AI-Driven Dynamic Dashboard Generating Personalized Employee Interfaces from Natural Language Enterprise Queries
U.S. Provisional Patent Application Filed July 2025
Experience Layer
Dynamic Layout Engine
Generates personalized, interactive dashboards and UI widgets in milliseconds from natural language enterprise queries.
Orchestration Layer
Middleware Integration & AI Interoperability
Connects to enterprise systems, MCP-compatible tools, existing AI agents, and third-party platforms through a unified API fabric.
Foundation Layer
Vectorized Data Lakes & AI Engine
Centralizes heterogeneous enterprise data into an AI-ready retrieval layer with semantic search and intent recognition.