Artificial Intelligence services we offer

Predictive modelling

We build supervised learning models that forecast outcomes from your historical data. Common applications include demand forecasting for retail and distribution, customer churn prediction for subscription businesses, and predictive maintenance for manufacturing equipment.

Every model ships as a REST API your developers can integrate into existing systems. We provide accuracy benchmarks, confidence intervals and a retraining schedule so the model stays accurate as your data evolves.

• Data audit and feature engineering
• Model selection, training and hyperparameter tuning
• API deployment with authentication and rate limiting
• Monitoring dashboard (Grafana-based)
• Documentation and half-day training session

Typical timeline: 8 to 12 weeks. Budget range: €18,000 to €45,000 depending on data complexity.

Document intelligence

Our document extraction pipelines pull structured data from unstructured documents: invoices, contracts, regulatory filings, medical reports. We combine OCR with fine-tuned language models to handle messy layouts, handwritten annotations and multi-language documents.

One pharmaceutical client uses our system to extract dosage data, contraindications and approval dates from clinical trial PDFs across four languages. The pipeline processes about 300 documents per hour with a field-level accuracy of 96.2%.

• OCR integration (on-premise or cloud-based)
• Custom extraction model trained on your document types
• Validation rules and human-in-the-loop review interface
• Export to your database, ERP or document management system
• Ongoing accuracy monitoring and model updates

Typical timeline: 6 to 10 weeks. Budget range: €15,000 to €35,000.

Natural language processing

We build NLP systems for sentiment analysis, topic classification, entity extraction and text summarisation. These are useful for customer support teams who need to route tickets automatically, marketing teams analysing social media mentions, or compliance departments scanning regulatory updates.

Our models are typically fine-tuned versions of open-source transformer architectures (RoBERTa, DeBERTa) trained on your labelled data. We can also integrate large language model APIs where appropriate, with guardrails to control cost and output quality.

• Data labelling guidance and quality review
• Model fine-tuning and evaluation
• Integration with your CRM, helpdesk or content platform
• Prompt engineering and guardrails for LLM-based features

Typical timeline: 6 to 14 weeks. Budget range: €12,000 to €40,000.

Computer vision

We develop image and video analysis models for quality inspection, object detection, defect classification and visual search. Manufacturing clients use our models to detect surface defects on production lines at speeds human inspectors cannot match. A food-processing client reduced spoilage by 14% in six months by catching packaging seal failures that were previously missed.

• Image annotation and dataset preparation
• Model training (YOLO, EfficientNet or custom architectures)
• Edge deployment on NVIDIA Jetson or industrial PCs
• Real-time inference with sub-100ms latency
• Alert integration with your SCADA or MES system

Typical timeline: 10 to 16 weeks. Budget range: €25,000 to €60,000.

AI strategy and diagnostic

Not every company needs a custom model. Sometimes the right answer is a commercial tool, a rules engine or better data collection. Our two-week diagnostic helps you figure that out before committing to a larger investment.

We review your data infrastructure, interview stakeholders, identify the two or three use cases with the highest expected return, and deliver a prioritised roadmap with cost estimates and risk assessments. The report is written for both technical and executive audiences.

• Data landscape mapping across all relevant systems
• Use-case identification and ROI estimation
• Risk and feasibility assessment
• Technology recommendations (build vs. buy)
• Prioritised 12-month roadmap

Fixed fee: €3,500 to €6,000.