What Is Tuhund LLM?
Tuhund LLM is an AI-powered assistant embedded within the Tuhund ERP ecosystem. It uses a private, domain-tuned Large Language Model (LLM) to bring intelligence, automation and natural language interaction to enterprise operations — helping users work smarter and faster, without compromising on security.
Unlike general-purpose AI models, Tuhund LLM is fine-tuned to understand ERP processes, financial logic, manufacturing workflows, sales pipelines, logistics terminology and more. It's built to serve real business users, not just developers.
What Does It Do?
- Query Understanding: Understands natural language queries about transactions, documents, inventory, sales and finance.
- Document Summarisation & Extraction: Summarises documents and extracts key data points and actions.
- Email Integration: Reads and processes incoming emails, suggesting next steps or generating responses.
- Smart Reports & Insights: Interprets reports and delivers insights in plain language.
- Workflow Assistant: Allows task execution via simple instructions such as “Create delivery challan for XYZ.”
Who Is It For?
- Business owners and decision-makers
- Sales, purchase and logistics teams
- Customer service representatives
- Operations and finance managers
- ERP administrators and IT teams
Privacy & Security by Design
Deployment Isolation
Each deployment runs its own instance of Tuhund LLM with no shared model or data. This ensures absolute privacy and security.
No Cloud Dependency
All processing happens locally or within your private infrastructure. No data is shared with external or public cloud services.
Private Fine-Tuning
Fine-tuning, if any, is done only on masked or anonymised data within your secured environment.
What Data Is Shared with the Tuhund LLM Development Team?
- User Queries: Logged into a live monitoring dashboard.
- Partial Responses (Masked): Business-critical data is automatically masked.
What Is Masked?
Figures, dates, item codes, document numbers, customer names and similar fields are replaced with placeholders such as XXX or ***.
Why Data Is Collected
For improving model accuracy, prompt handling and user experience — all within strict security boundaries.
What Is Not Shared
No transactional data, PII, or full conversational logs are shared. Business privacy is fully preserved.
Advanced Monitoring and Analytics
- Real-time query tracking
- Prompt quality scoring
- Failure/hallucination detection
- Usage heatmaps
- Response latency analytics
Only masked metadata is used. ERP data is never accessed or exposed.
Is Tuhund LLM Free?
No. Tuhund LLM is a high-performance system that requires significant computational resources. It is a paid feature for the following reasons:
- LLMs require advanced hardware and memory.
- Infrastructure must scale from 2x to 10x for full-strength LLM usage.
- Base ERP performance must not be compromised.
- The LLM is a self-funded project; a portion of revenue supports R&D and continuity.
This cost is essential for providing long-term AI capability in business operations.
Opt-Out Option for Customers
Customers have full control. You may:
- Completely disable LLM and all AI functionality.
- Enable specific AI features while disabling others.
- Continue using full Tuhund ERP functionality with no degradation.
How Is Tuhund LLM Different from Ruaa?
Ruaa is a standalone automation bot built into Tuhund ERP. It handles routine tasks such as sending reports, alerts, and notifications. While it does use a Large Language Model (LLM) for specific tasks, its core functionality is largely rule-based and does not rely on deep inference.
Tuhund LLM, on the other hand, is a full-fledged AI assistant that interacts through natural language, understands complex queries, and generates intelligent responses and actions. It operates at a much deeper level of cognition and reasoning compared to Ruaa.
Ruaa is available in all Tuhund deployments by default. Tuhund LLM is an optional, high-performance enhancement designed for users who want a more powerful and conversational AI experience.
Tuhund LLM brings intelligence to your ERP — privately, securely and responsibly.
Future-proof your business with real-time insights, automation and AI-driven decision support.
