The Cognetryx platform is built on proven, enterprise-grade open-source technologies designed for performance, compliance, and integration with existing IT environments.
Internal files uploaded
Converted to vectors
High-speed storage
Relevant context retrieved
Accurate response generated
The platform ingests your company's internal files, chunks and embeds them into vectors, and stores them in a high-speed database for semantic search. When a user asks a question, the system retrieves the most relevant passages, passes them to the LLM, and generates an accurate, context-aware response. This architecture keeps all processing fully inside corporate boundaries, ensuring compliance and data privacy while delivering fast, natural-language access to business knowledge.
Cognetryx delivers secure, customized AI solutions that let companies harness AI without sending sensitive data to the cloud.
Query internal documents using conversational language—no SQL or complex search syntax required. Ask questions the way you naturally think about your data.
Retrieval-Augmented Generation pulls relevant context from your proprietary data to generate accurate, grounded responses with reduced hallucination.
Connectors for SharePoint, NetSuite, Google Drive, Confluence, Salesforce, and other enterprise platforms. Works with your existing tools.
Generate reports and files in Word, PowerPoint, and formats your teams already use. No learning curve for end users.
SSO integration (Okta/Azure AD), role-based access control (RBAC), and comprehensive audit logging for complete compliance visibility.
Open-source foundation means you own your models, your data, and your AI strategy—permanently. Fine-tuned models become your intellectual property.
Built on proven open-source technologies for performance, security, and flexibility.
Choose the deployment model that fits your organization's requirements.
Deploy and manage at your data center or colocation facility. Complete control over all aspects of deployment while keeping data within organizational boundaries.
For organizations with existing private cloud infrastructure, Cognetryx solutions can be deployed within your secure environment.
The entire stack is designed with open-source licensing (Apache 2.0, LLaMA 4 Community License) to eliminate vendor dependencies and licensing costs.
Open models now rival proprietary systems in enterprise use cases while providing deployment flexibility that closed vendors cannot match. If you fine-tune your model, you will always own that IP.
Unlike cloud AI, customizations belong to you permanently.
No dependency on a single vendor's pricing or roadmap decisions.
Fixed infrastructure costs, unlimited queries, no per-token surprises.
Customize, extend, and evolve without asking permission.
Migrate between hardware, upgrade models, scale on your terms.
Schedule a personalized demo with our team. We'll walk through the architecture, discuss your specific requirements, and show you exactly how Cognetryx integrates with your infrastructure.