OrgVisor
An on-premise AI system that gives every department its own intelligent workspace — powered by RAG, governed by roles, and extended by agents that monitor performance and intervene with precision.
Enterprise AI Infrastructure
Validated Across Multi-Domain Benchmarks
Build governed organizational intelligence using adaptive retrieval, MCP-based orchestration, multi-agent execution, and structured reasoning workflows.
Tested across heterogeneous standard big datasets with leading performance on standard retrieval and reasoning evaluation metrics.
Unified Organizational Context
Combine organizational knowledge across documents, systems, APIs, conversations, and live web intelligence into a governed AI context layer.
Advanced Retrieval & Full-Document Reasoning
Go beyond basic RAG using similar-context retrieval, filtered document analysis, and adaptive context expansion for complex tasks.
MCP Tool & Workflow Orchestration
Coordinate enterprise systems, APIs, files, search engines, and specialized functional agents through a unified execution framework.
Multi-Stage Thinking & Validation
Execute planning, reasoning, execution, and validation workflows with configurable oversight and human-in-the-loop controls.
Your Organization's Central AI Brain
OrgVisor is not an AI chatbot. It is a structured, on-premise AI system where every department operates its own intelligent workspace — governed, contextual, and agent-ready.
Fixed Projects — Departmental Memory
Each department has permanent knowledge projects powered by RAG — policies, SOPs, historical data, always queryable.
Dynamic Projects — Daily Operations
Teams create and close operational projects that mirror real workflows — recruitment drives, budget reviews, campaigns.
Database Integration — Live Data Access
Optionally connect departmental databases directly. OrgVisor can reason over live organizational data.
Role-Based Governance
Every employee sees only what their role permits. Access policies are centrally defined and enforced.
One System, Every Perspective
OrgVisor adapts to every level of your organization — each role sees exactly what they need.
Agents Built On Top, Not Baked In
OrgVisor is the foundation. Agents are applications built on top of it — by Raqmana or customized for your organization's specific needs.
AI-powered candidate search, evaluation, and ranking workflows.
Real-time tracking of competitors, trends, and sector intelligence.
Tailored agentic logic built for your specific operational needs.
Performance Oversight Agent
A built-in intelligence layer that continuously monitors organizational and departmental performance — intervening with targeted recommendations.
The Right Model for Every Task, Workflow, and Agent
A unified AI runtime that intelligently routes each task to the highest-performing model using domain benchmarks, reasoning profiles, and configurable organizational policies.
Multi-Model Runtime
Deploy local and external AI models through a unified runtime layer.
Domain-Aware Model Routing
Automatically route tasks based on benchmarks, specialization, and reasoning capability.
Configurable Decision Policies
Define per-task boundaries for three main key dimensions:
Advanced RAG Performance Across Standard Benchmarks Tests
Our RAG infrastructure was evaluated across recognized retrieval benchmarks and standard evaluation metrics, demonstrating advanced performance across multiple domains, datasets, and ranking scenarios.
SciFact
Scientific fact verification retrieval.
FiQA
Financial question-answering retrieval.
NFCorpus
Medical and health information retrieval.
Mr.TyDi
Multilingual retrieval benchmark.
Evaluated With Standard Metrics
Your Data Never Leaves Your Infrastructure
OrgVisor is designed from the ground up for full on-premise deployment — your organization retains complete control over every byte of data.
Full On-Premise Deployment
OrgVisor runs entirely within your own servers. No cloud dependency.
Role-Based Access Control
Granular permission layers ensure every user accesses only what their role permits.
Intervention Policy Engine
All agent recommendations operate within administrator-defined policies.
Governed Database Access
Optional database connectors query live data within strict access boundaries.
Be Among the Organizations to Deploy OrgVisor
OrgVisor is now live and ready for deployment. Contact our team to discuss your organization's needs and implementation timeline.