Anonymisation pipeline
Private cloud connection
Secure authentication
Logging & traceability

AI Apps Dashboard & AI-powered Assistant for Businesses,
SMEs, and Organisations.
LLLEms is an AI Apps Dashboard and an AI-powered Assistant specifically designed for businesses, organisations, and municipalities – including small and medium-sized enterprises (SMEs).
LLLEms combines powerful language models with the highest data protection standards – specifically tailored for use in businesses, municipalities, and authorities.

AI for Business & Administration
Focus on Data Protection and Security
Hybrid System Architecture
Local Data Sovereignty through Anonymization
Traceability through Logging
Future-Proof Flexibility
Communication, text analysis, internal & external knowledge provision
Hybrid Setup: On-Premise + Cloud (Azure Germany)
Runs entirely on customer systems
Acts as a control layer with filtering and anonymisation logic
Protection against toxic output
Secured and GDPR-compliant
Local & rule-based, no transmission of raw data
All requests/responses traceable for audits
GDPR & BSI compliant from the ground up
Anonymisation pipeline
Private cloud connection
Secure authentication
Logging & traceability

| Week | Epic | Content |
|---|---|---|
| Infrastructure & Setup | Azure and/or on-premise, project structure, GDPR configuration | |
| MVP AI Assistant | LLMs (GPT-4, Mistral, LLama...), prompts and AI algorithms, uploads | |
| Session Storage | Save, export, delete sessions | |
| Security & Access | SSO, role assignment, anonymisation | |
| Project Spaces | User Rights, contexts, history per space | |
| External Integrations | REST API, webhooks, DMS integration (optional) | |
| Admin Dashboard | Usage Analysis, Role Management | |
| Multi-Tenancy | Secure Multi-Tenant Architecture | |
| On-Prem Deployment | CI/CD, Testing, Monitoring, Handover |
Maintenance & Further Development (monthly):
| Task | Effort (Month) | Description |
|---|---|---|
| Error Resolution (Level 1-3) | 16–24 hours | Error Analysis, Support, Escalation |
| Feature Optimisations | 8–12 hours | New prompts and AI algorithms, minor UX improvements |
| Monitoring & Reporting | Continuous | Usage Transparency, Optimisation Potential |
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