dynamixcode
AI-powered services for enterprise knowledge, workflow automation, learning, conferencing, and intelligent operations.
What We Provide
Dynamixcode helps organizations automate operations, centralize knowledge, and enable AI-powered learning through four connected service pillars.
AI Services
Local LLM, STT, TTS, embeddings, and AI agents.
RAG Knowledge Base
AI search across SOPs, PDFs, manuals, and enterprise systems.
n8n Automation
API integrations, approvals, alerts, and data synchronization.
Learning & Conferencing
Training portals, meeting summaries, and AI learning assistants.
Enterprise AI Services
| Service | Purpose |
|---|---|
| Local LLM | Private AI model hosted for dedicated company use. |
| Embedding Model | Converts documents and questions into searchable vectors. |
| Speech-to-Text | Converts meetings, training audio, and operational calls into text. |
| Text-to-Speech | Converts AI answers and training material into voice. |
| AI Agents | Automate tasks, search systems, and answer business questions. |
Dynamixcode enables secure AI adoption using either cloud AI models or private local models.
AI Flow: LLM + Embeddings + RAG
A simple end-to-end flow showing how an employee question becomes a trusted AI answer.
RAG Architecture
RAG allows the AI to answer based on company-approved knowledge, not only generic internet-trained information.
RAG Knowledge Base Use Cases
For Learning & Development
- Search training manuals instantly
- Ask questions from SOPs and policies
- Generate training summaries
- Create quizzes from uploaded content
- Support onboarding for new employees
- Standardize answers across departments
“How do I handle a damaged item during receiving?”
AI Answer
The assistant retrieves the correct SOP section and explains the process step-by-step.
n8n Workflow Automation
n8n connects systems, applies business logic, calls AI services, and updates users or dashboards automatically.
n8n Real Example: Training Content Automation
Reduce Manual Work
Automates preparation of learning content.
Speed Up Rollout
Training material is produced faster.
Improve Consistency
Content follows the same knowledge source.
Enable AI Search
Learners can ask from the same documents.
Learning & Conferencing Solution
AI-Enhanced Collaboration
- Online learning portal
- Video conferencing integration
- Meeting transcription
- Meeting summary generation
- Action item extraction
- AI-generated training material
- Knowledge-based learning assistant
Session-to-Knowledge Flow
Local AI vs Cloud AI
| Option | Best For | Notes |
|---|---|---|
| Cloud AI APIs | Faster deployment and lower infrastructure cost. | Uses providers such as OpenAI, Claude, DeepSeek, Qwen, and others. |
| Local AI Model | Higher data control and internal policy compliance. | Hosted privately for dedicated company use. |
Dynamixcode supports both deployment models depending on security, budget, and performance requirements.
End-to-End Architecture
User Channels
AI & Automation Core
Benefits for L&D Team
Faster Onboarding
New employees can learn faster using AI-assisted content and answers.
Policy Assistant
Employees can ask questions from approved policies and SOPs.
Less Manual Support
Common questions and training content preparation are automated.
Consistent Answers
Responses are generated from the same enterprise knowledge base.
Reusable Knowledge
Meetings and training sessions become searchable knowledge assets.
Better Retention
Content can be summarized, converted to quizzes, and reused.