European city skyline
German-engineered
GDPR native

AIthatstayswithinyourwalls.

Private, on-premise AI infrastructure for organizations that cannot compromise on data security.

Law
Healthcare
Finance
Insurance
Pharma
Government
OUR PROJECTS

Built by us. Powered by AI.

Real-world AI platforms we've developed for the German automotive market.

AutoTarGy

Vehicle Tax Classification

Intelligent vehicle classification platform for German tax consultancies. Automatically categorizes engines, identifies technical issues, and streamlines tax compliance—reducing manual work by 94%.

0+
Engines
0K+
Issues
0M+
Listings
Engine ClassificationTax ComplianceIssue Detection
autotargy.com

dautomarkt.de

AI-Powered Market Intelligence

Free AI analytics platform for the German used car market. Features vehicle depreciation curves, market trend predictions, and real-time price intelligence to help buyers find undervalued vehicles and optimal buying moments.

0M+
Listings Analyzed
318K
Weekly Updates
100%
Free Access
Depreciation CurvesAI Market PredictionsTrend AnalysisFair Price CheckUndervalued FinderModel Comparison
dautomarkt.de
Speed architecture

Sub-100ms inference.
Millions of tokens per second.

Our optimized inference stack delivers enterprise-grade performance on your own hardware—no cloud latency, no rate limits.

<100ms
Inference latency
For standard LLM queries
10K+
Tokens per second
Peak throughput capacity
99.9%
Uptime guarantee
With redundant hardware
Secure server infrastructure
SECURITY & COMPLIANCE

Built for regulated industries.

Data residency, encryption at rest and in transit, and fine-grained access controls—out of the box. Your data never leaves your premises unless you explicitly allow it.

Data Never Leaves Your Premises
Complete on-premise deployment
GDPR Compliant by Design
Built-in data protection controls
Air-Gapped Options
Complete network isolation available
Full Audit Trail
Every action logged and traceable
BYOK Support
Bring your own encryption keys
INTEGRATIONS

Connects to your existing stack.

No rip-and-replace required. Acumix integrates with your current infrastructure—data sources, models, and applications.

Data Sources

Data Sources

Connect your existing data warehouses, document management systems, and databases.

Examples: PostgreSQL, MySQL, MongoDB, SharePoint, Paperless-ngx
Model Providers

Model Providers

Use the best AI models for your use case—open-source, commercial, or your own.

Examples: Llama 3.1, Mixtral, Mistral, OpenAI (optional), Custom models
Apps & APIs

Apps & APIs

Integrate with your existing tools and workflows via REST APIs and webhooks.

Examples: Slack, Microsoft Teams, CRM systems, ERP integrations
INDUSTRIES

Trusted by data-sensitive organizations.

We work exclusively with organizations where data security is non-negotiable.

Law Firms

Contract analysis, legal research, and document review—all with attorney-client privilege protected.

  • Contract review automation
  • Legal research assistance
  • Case law analysis

Healthcare

Clinical documentation, patient data analysis, and research—fully GDPR compliant.

  • Clinical note summarization
  • Medical literature review
  • Treatment recommendations

Tax & Finance

Financial document processing, regulatory reporting, and audit preparation.

  • Document classification
  • Regulatory compliance
  • Audit trail generation

Manufacturing

Quality control, IP protection, and process optimization with trade secrets secured.

  • Quality control analysis
  • Process documentation
  • IP protection

Insurance

Claims data and policyholder information processed securely on your infrastructure.

  • Claims processing
  • Fraud detection
  • Document analysis

Pharma & Biotech

R&D secrets and clinical trial data protected with air-gapped AI solutions.

  • Drug discovery support
  • Patent analysis
  • Trial documentation

Defense Contractors

Classified information stays classified with fully isolated AI systems.

  • Document processing
  • Logistics optimization
  • Maintenance prediction

Public Sector

Citizen data sovereignty guaranteed with on-premise government AI.

  • Permit processing
  • Document digitization
  • Citizen services

Banking & Private Banking

Client portfolios and transactions analyzed without leaving your premises.

  • Risk analysis
  • Compliance automation
  • Client reporting

Engineering & R&D

Patents, trade secrets, and designs protected with secure AI infrastructure.

  • CAD analysis
  • Patent search
  • Technical documentation

Notaries & Legal Services

Contracts and property records processed with complete confidentiality.

  • Document verification
  • Property transfers
  • Contract analysis

Audit Firms

Client financial data analyzed securely for compliance and accuracy.

  • Audit automation
  • Anomaly detection
  • Compliance verification
WHY ON-PREMISE?

Cloud AI is convenient.
On-premise AI is secure.

Your data stays yours

Unlike cloud AI services, your data never leaves your premises. No third-party access, no data mining, no surprises.

Full control

You own the infrastructure, the models, and the data. Update on your schedule, customize as needed, scale at your pace.

Compliance by design

GDPR, HIPAA, BaFin requirements—met by architecture, not just policy. Air-gapped options available for maximum security.

Audit-ready

Complete audit trails for every query, every model update, every data access. Regulators love transparency.

FAQ

Questions answered.

On-premise AI means the AI infrastructure runs on servers physically located within your organization. Your data never leaves your network, giving you complete control over security, compliance, and access.
Each project is unique. We start with a discovery call to understand your requirements, then provide a custom proposal. Implementation includes hardware, software, and staff training with ongoing support.
We recommend dedicated GPU servers for optimal performance. We can supply the hardware as part of the project or work with your existing infrastructure team. Minimum requirements depend on your use case.
Typical implementations take 4-8 weeks from kickoff to production. This includes hardware setup, software installation, model training/fine-tuning, integration with your systems, and user training.
Absolutely. We support open-source models (Llama, Mixtral, Mistral), commercial APIs (if you choose), and custom models you've developed. The system is designed to be model-agnostic.
We offer ongoing support packages including system monitoring, model updates, security patches, and technical support. Most clients opt for our annual support contract after the initial implementation.
City street

Ready to secure your AI?

Tell us about your project. We'll get back to you within 24 hours.