Solutions • Advanced AI

Predictions, Company-Specific LLMs & Machine Learning

Governed, secure AI systems that work with your data while maintaining compliance and auditability.

What We Mean

Company-Specific AI

  • Your knowledge accessible — Documents, policies, procedures become searchable through controlled retrieval
  • Your data stays governed — Classification, retention, and access control maintained
  • Outputs are auditable — All AI interactions logged and traceable
  • Aligned with risk posture — Controls match your organization's risk tolerance
Experience

What We've Built

Predictive Maintenance System

ML-based predictive maintenance for asset operations in a research cooperation. Industrial context with real-time sensor data analysis.

Machine Learning Industrial Research

AI-Supported Decision Models

Decision support systems for engineering decision-making with explainable AI outputs and audit trails.

Decision Support Engineering Explainable AI
Methodology

Governance-First ML/LLM Approach

Data Minimization

GDPR-aligned data handling with purpose limitation. Only necessary data used for model training and inference.

Model & Prompt Risk Controls

Risk assessment for model selection, prompt engineering guardrails, and output validation.

Logging & Monitoring

Comprehensive logging of all AI interactions, performance monitoring, and anomaly detection.

Clear Responsibility

RACI matrix for AI operations, incident response procedures, and escalation paths.

Interested in predictive AI or custom LLMs?

Book a consultation to explore how AI can work with your specific data and requirements.

Book Consultation ← AI Implementation