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CAPABILITIES / AI

Artificial Intelligence

Production AI systems that generate measurable business value

AI That Actually Works

The AI industry has a deployment problem.

Billions spent on models. Thousands of pilots. Minimal production deployments. The gap isn't intelligence—it's engineering.

Swiss Tech Corp builds AI systems that work in the real world: integrated, governed, and generating ROI.

Our AI Philosophy

Business Outcomes First

We don't chase state-of-the-art benchmarks. We optimize for business metrics: cost reduction, revenue increase, risk mitigation, time savings.

Production From Day One

No "proof of concept" purgatory. Every project designed for production deployment. Infrastructure, monitoring, and maintenance included.

Human-AI Collaboration

AI augments human capability. Critical decisions maintain human oversight. Automation handles routine; humans handle exceptions.

Continuous Improvement

Models degrade. Data drifts. Business changes. Our systems include monitoring, retraining pipelines, and continuous optimization.

Technical Capabilities

Machine Learning

Supervised Learning
  • Classification
  • Regression
  • Ranking
Unsupervised Learning
  • Clustering
  • Dimensionality reduction
  • Association
Deep Learning
  • Neural networks
  • Transfer learning
  • Ensemble methods

Computer Vision

Image Classification

Defect detection, Document ID, Medical analysis

Object Detection

Inventory, Safety, Quality inspection

OCR & Processing

Invoices, Contracts, Handwriting

Video Analytics

Monitoring, Behavior, Crowd analytics

Natural Language Processing

Understanding

Intent, Entities, Sentiment, Topics

Generation

Reports, Emails, Content, Translation

Conversation

Chatbots, Support, Internal help

Document Intel

Summarization, Extraction, Compliance

Predictive Analytics

Time Series

Forecasting, Planning, Anomalies

Risk Modeling

Credit, Fraud, Churn, Failure

Optimization

Allocation, Scheduling, Routing

MLOps Infrastructure

Data Pipeline

Automated ingestion, Quality validation, Feature engineering

Model Development

Experiment tracking, Hyperparameter optimization, Registry

Deployment

Containerized serving, A/B testing, Canary releases

Monitoring

Performance tracking, Data drift detection, Bias monitoring

Governance

Audit trails, Explainability reports, Compliance documentation

AI Governance Framework

Ethical AI

Bias detection, Fairness metrics, Diverse training data, audits

Explainability

Feature importance, Decision explanations, Counterfactual analysis

Compliance

EU AI Act, Industry requirements, Regulatory reporting

Security

Model protection, Adversarial robustness, Data privacy

Deployment Options

Managed Service

We operate everything

Platform License

Deploy on your infrastructure

Embedded AI

AI within your products

Case Studies

Insurance: Claims Processing

Challenge

Manual claims review, 5-day average, inconsistent decisions

Solution

AI-powered document extraction + decision support

Results
4 hoursFrom 5 days
95%Consistency
60%Cost Reduction
+25NPS

Retail: Demand Forecasting

Challenge

30% overstock, 15% stockouts, manual planning

Solution

ML forecasting across 50,000 SKUs

Results
12%Overstock
5%Stockouts
-40%Carrying Cost
3xProductivity

Manufacturing: Predictive Maintenance

Challenge

Unplanned downtime costing $100K/hour

Solution

Sensor data analysis + failure prediction

Results
-70%Downtime
-25%Maintenance Cost
+15%Lifespan
400%ROI (Year 1)

Ready to Scale?

Explore our enterprise-grade AI solutions and see how we can transform your operations.