German Engineering Precision

We Don't Just Build AI.
We Integrate It.

Transparent, fixed-price packages for enterprise-grade helpdesk automation. From self-hosted AI models to full workflow automation.

Ticket Tagging AI Model

Our core AI model designed for the automatic classification and tagging of helpdesk tickets. It processes incoming requests to instantly identify critical metadata before a human even sees the ticket.

Category & Topic
Intent Recognition
Impact, Urgency & Priority
Routing Hints
Deployment & Integration

Self-Hosted

Full on-premise deployment. No data leaves your secure infrastructure.

Auto Write-Back

Deep integration with ticket systems to automatically write back tags and fields.

Data Generation

Synthetic Data Generation

Custom, realistic, multilingual support-ticket datasets for AI training, evaluation, and benchmarking. No sensitive customer data exposed.

Standard Stack

Evaluation & Testing

from
3.000 €
  • Up to 20,000 synthetic tickets
  • Weighted multilingual generation
  • Core ticket fields setup
  • Realistic distributions
  • JSONL or CSV delivery

High Volume Training

Production Ready

from
7.500 €
  • 50k–100k tickets dataset
  • Custom schema (queues, SLAs)
  • Controlled label distributions
  • Multilingual expansion
  • 1 revision round included

Complex Use Cases

Enterprise Strategy

from
15.000 €
  • 100k–500k+ tickets dataset
  • Strict balancing & constraints
  • Realistic noise modeling
  • Optional agent replies
  • Full documentation & splits

Common Extensions (Add-ons)

Fine-tuned Model

Deliver a tagging model specifically fine-tuned on the generated dataset. This extension provides you with a ready-to-deploy model optimized for your specific use case.

Evaluation Report

Comprehensive metrics report on model performance using the dataset. Get detailed insights into accuracy, precision, recall, and other key performance indicators.

System Tuning

Specific format tuning for import into OTOBO, Znuny, or Zammad systems. Ensure seamless integration with your existing helpdesk platform.

Ongoing Updates

Periodic dataset refreshes to match evolving business logic. Keep your AI models up-to-date with the latest patterns and requirements from your organization.

Automation Engine

Automation Services

Open Ticket Automation (OTA)

OTA is our open-source layer that translates AI tags into concrete actions. It bridges the gap between intelligence and resolution.

  • Routing & Assignments
  • Priority & SLA Updates
  • Auto-replies & Notes
  • Triggering Tasks

OTA Automation Pack

Implementation of 3 core automations

3.000 €
One-time
What's included
  • Config of 3 automations based on your rules
  • Testing with real ticket examples
  • Handover documentation
Intelligence Layer

Model Development (Custom Tagging Models)

Custom training and architecture for specialized tagging requirements.

Custom Tags Model

Synthetic Training Focus

20.000 €
One-time
What's included
  • Custom tag definition (or yours + our additions)
  • Trained primarily via our synthetic data generator
  • Can be optionally hybridized with limited customer samples

Custom Tag Model

Real Data Training

30.000 €
One-time
Typical Scope
  • Tag Definition
  • Dataset Strategy
  • Training & Evaluation
  • Packaging & Deployment

Custom Development

Special Requirements

On Request
One-time
What's included
  • Special architectures and constraints
  • On-prem performance optimization
  • Advanced multilingual requirements
  • Long-term training programs
  • Custom evaluation frameworks
Flexible Services

Flexible Services

Tailored solutions and expert guidance for your unique automation needs.

Hourly Engineering

Flexible engineering support

200 €
One-time
Typical Scope
  • Tag Definition
  • Dataset Strategy
  • Training & Evaluation
  • Packaging & Deployment
Need more?

Custom requirements or additional features?

Bespoke Development On Request

Ongoing Support

Subscription-based support coverage

400 €
One-time
Typical Scope
  • Tag Definition
  • Dataset Strategy
  • Training & Evaluation
  • Packaging & Deployment
Need more?

Custom requirements or additional features?

Bespoke Development On Request