The Cognetryx platform is built on proven, open-source technologies designed for performance, compliance, and predictable fixed costs. Compare the Year-1 Total Cost of Ownership below.
Every step of the pipeline runs inside your network. Nothing leaves.
Internal files uploaded securely
Indexed and prepared for retrieval
Vector, keyword, and graph search
Top passages selected by relevance
Accurate response generated
The platform ingests your company's internal files, indexes them through streaming ingestion, and stores them for layered retrieval - combining vector, keyword, and graph search. When a user asks a question, the system merges and ranks the most relevant passages across all three search methods, passes them to the LLM, and generates an accurate, context-aware response. The entire process runs inside your corporate boundaries. No data exits your network, and users get fast, natural-language access to your institutional knowledge.
Query internal documents using conversational language - no SQL required.
Pull relevant context from your proprietary data using vector, keyword, and graph search for accurate, grounded responses.
Connectors for SharePoint, NetSuite, Salesforce, Google Drive, and more.
Generate reports in Word, PowerPoint, and formats your teams already know.
SSO integration, role-based access control, and comprehensive audit logging.
Open-source foundation means fine-tuned models become your intellectual property.
Cognetryx delivers secure, customized AI solutions that let companies harness AI without sending sensitive data to the cloud.
By moving processing inside your network, you completely eliminate the privacy risks of public APIs while giving your teams instant access to the exact procedural knowledge they need to do their jobs without retraining or workflow disruption.
Built on proven open-source technologies for performance, security, and long-term flexibility.
Our stack is designed from the ground up to integrate cleanly with your existing IT operations, giving you cloud-native agility within the absolute security of your own data center.
vLLM + NVIDIA GPUs with open-weight LLMs for optimized private inference.
Vector, keyword, and graph search with contextual ranking for precise, zero-hallucination answers
LangChain for agentic reasoning, query routing, and multi-step workflows.
NVMe SSDs and object storage compatible with existing enterprise data lakes.
Docker/Kubernetes containerization with FastAPI for CI/CD readiness.
SSO (Okta/Azure AD), RBAC, and granular Prometheus monitoring.
Choose the deployment model that fits your organization's requirements and risk profile.
Deploy and manage at your data center or colocation facility. Complete control over all aspects of deployment while keeping data within your organizational boundaries.
For organizations with existing private cloud infrastructure, Cognetryx solutions can be deployed within your secure environment with cloud-like agility.
Compare the true Year-1 TCO across the enterprise AI landscape. Regulated industries are moving away from unpredictable cloud meters and heavy DIY burdens in favor of fixed-cost, locally-hosted infrastructure.
The entire stack is designed with open-source licensing (Apache 2.0, LLaMA 4 Community License) to eliminate vendor dependencies and unpredictable 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 - no asterisks.
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.
Calculate your specific ROI and see how a fixed-cost, locally-hosted infrastructure transforms your balance sheet and secures your proprietary data.