100% Private Enterprise AI
for Your Team
Your company's knowledge, instantly accessible to every team — powered by AI that never leaves your network.
The Problem
“Every company wants to use AI, but the reality is that generic solutions don't understand your internal context, don't work for critical processes, and force you to upload confidential documents to servers you don't control. The result: wasted time, legal exposure, and competitive risk.
”
Loss of Control
Confidential documents sent to external AI providers without guarantees on how they are stored, used, or retained
Legal Exposure
GDPR, LOPD, and sector-specific regulations violated the moment sensitive data leaves your network
Competitive Risk
Trade secrets, pricing strategies, and client information accessible to third-party AI platforms
The Solution
TENGWARTENGWAR is a turnkey enterprise RAG platform — hardware and software delivered as one package. It ingests your documents, builds an intelligent knowledge base, and gives your team instant answers with precise source citations. Everything runs on a single device in your office. Nothing touches the cloud.
Reduce document search time from hours to seconds. Accelerate contract review, unblock support teams, and protect your margins — all with full access control and audit traceability.
20+ Document Formats
PDF, Word, Excel, PowerPoint, images, CSV, HTML, and more — no manual conversion needed
Multilingual
Automatic language detection and translation across 100+ languages — ask in Spanish, find answers in English documents
Role-Based Access Control
Define who sees what by role, department, and security clearance level
Cited Answers
Every response includes the source document, page number, and relevant passage — fully auditable
Powerful Features
Everything your organization needs to build a secure, intelligent knowledge base — from document ingestion to AI-generated reports.
Smart Document Ingestion
Upload any document. Our 14-phase pipeline handles structure detection, OCR, language identification, translation, and semantic chunking — automatically.
Supports 20+ formats: PDF, DOCX, PPTX, XLSX, images, CSV, JSON, XML, HTML, Markdown
Hybrid Semantic Search
Finds answers by meaning, not just keywords. Combines vector search with traditional text matching for the most accurate results across your entire document library.
Dense embeddings (BGE-M3) + sparse BM25 with Reciprocal Rank Fusion and cross-encoder reranking via Qdrant
Cross-Language Search
Ask questions in any language and find answers regardless of the document's original language. Automatic detection and translation across 100+ languages.
Powered by M2M-100 1.2B multilingual translation model
Agentic AI Capabilities
Goes beyond simple Q&A. TENGWAR autonomously decides when to search documents, browse the web, generate files, or combine multiple sources to answer complex questions.
Built on Microsoft Agent Framework with autonomous tool invocation
Desktop & Web Access
Native Windows and macOS applications with automatic document sync, plus a full web client for browser-based access from any device on your network.
.NET MAUI Blazor Hybrid (desktop) + Blazor Server (web)
Live Streaming Responses
See answers as they are generated in real time — no waiting for the full response. Works across all client surfaces.
SignalR-powered streaming with progressive rendering
On-Demand Document Generation
Generate Word, Excel, and PDF documents directly from AI responses. Create reports, summaries, and exports without leaving the chat.
OpenXML-based generation with template support
Enterprise-Grade Security
Built for organizations where data confidentiality is not optional.
Authorization Levels
Public
General access for all authenticated users
Confidential
Internal company information — restricted distribution
Secret
Sensitive data: contracts, strategy, financials
Top Secret
Maximum confidentiality — named-individual access only
Department Isolation
Users only access documents from their assigned departments. Combined with clearance levels for precise, auditable access control.
Flexible Authentication
Local login with BCrypt hashing, or SSO via Microsoft Entra ID and Google OAuth2. RSA asymmetric JWT signing. Per-user credential encryption with AES-256-GCM.
Full GDPR/LOPD Compliance
All data processed locally on your hardware. Zero transfers to third parties. Complete lifecycle control — from ingestion to deletion.
Who Is It For
Organizations that need private, secure, and instant access to their accumulated knowledge.
Ideal Sectors
Construction & Engineering
Contracts, project specs, blueprints, safety regulations, compliance documentation
Legal Firms
Case law, client files, contracts, regulatory frameworks, due diligence archives
Healthcare
Clinical protocols, patient records, pharmaceutical documentation, research papers
Manufacturing & Industry
Technical manuals, quality procedures, maintenance logs, supplier specifications
Professional Services
SOPs, internal knowledge bases, SLAs, project documentation, training materials
Energy & Utilities
Inspection reports, regulatory compliance, asset management, safety procedures
Use Cases
Internal Knowledge Base
An employee asks a question about company policy. TENGWAR finds the answer in seconds and cites the exact document, section, and page number.
"What is our policy on remote work for contractors?" → Answer from HR Manual v3.2, page 14
Contract Intelligence
Your legal team needs to find every contract expiring this quarter with automatic renewal clauses. TENGWAR searches across hundreds of documents instantly.
"Which contracts expire before July with auto-renewal?" → 12 contracts identified with clause references
Automated Report Generation
A project manager needs a weekly executive summary based on multiple progress reports. TENGWAR generates a formatted Word document with citations.
"Generate an executive summary from this month's site reports" → Downloadable DOCX with source references
Multilingual Document Access
Your team works with documentation in multiple languages. Ask questions in Spanish, get answers from English, French, or German source documents — automatically.
"¿Cuáles son los requisitos de seguridad del cliente?" → Answer from English safety requirements document
Operations & Compliance Support
A field technician needs the approved procedure for a specific situation. TENGWAR provides the exact steps from the official SOP and cites the source.
"Emergency shutdown procedure for Unit 4" → SOP-2024-087, Section 3.2, Steps 1-8
Experience the Interface
A modern, intuitive interface designed for productivity.
Technology Stack
Built with enterprise-grade technologies for reliability and performance.
Agent Framework
Qwen3.5-35B-A3B-FP8
BGE-M3BGE-Reranker-v2-m3
GLM-OCR 0.9B
DoclingFrom Delivery to Production in Weeks
TENGWAR arrives as a complete system. No complex integration projects, no cloud configuration, no dependency on external services.
Discovery
We assess your document landscape, security requirements, and team structure
1 weekDeployment
Hardware delivered and configured on-site. Initial document ingestion and access control setup
1-2 weeksValidation
Your team tests with real documents and real questions. We fine-tune search quality and permissions
1 weekProduction
Full rollout across departments with user training and documentation
OngoingIncludes remote support, software updates, and model upgrades. On-site support available for organizations in Spain.
Frequently Asked Questions
Enterprise AI Without Compromise
See how TENGWAR works with your documents. We'll set up a private demo with your real use case.