Case Studies

Not in theory. In production.

Real clients. Real processes. Real numbers. The hero of every project is the client's outcome – not the technology.

Document Processing

Dôvera · Insurance

Enforcement document processing: 60% back-office time saved.

100% of documents processed automatically. Senior staff freed during peak periods.

60% back-office time saved

Receivables Processing

Dôvera · Insurance

Receivables write-off review: from 2 weeks to ~1 hour.

Senior staff were freed up during peak periods. Decisions became consistent and auditable.

2wk→1h processing time · Data Extraction · Dôvera · Insurance

Medical leaflet extraction: structured dosage data from unstructured text.

New data source created for prescription audits. Previously invisible information made operational.

New audit data source created

Workshop Processing

O2 · Telecommunications

ERP workshop minutes: weeks of work compressed to hours.

Zero manual note-taking. Key decisions, action items, and open questions extracted automatically from recordings.

0h manual note-taking · KPI Automation · Vestberry · Fintech

100+ KPIs automated across any format or language.

Portfolio reporting automated regardless of how underlying documents were structured or which language they were in.

100+ KPIs automated · Recommendations · Martinus · E-commerce

Best-performing model in a 3-vendor pilot – based on story similarity.

Recommendations based on narrative similarity, not just sales data.

#1 of 3 vendors

Content Generation

Factcool · E-commerce

High-quality multilingual product descriptions at scale.

Eliminated manual content work. Same product, multiple audiences, multiple languages – automatically.

0 hours of manual content work

Content & Ordering

Lunys · E-commerce

B2B and B2C tailored content from 10,000+ recipes.

Single-click ingredient ordering generated from recipe content. Personalized experiences without manual editorial work.

10k+ recipes processed · Sentiment Analysis · Muziker · E-commerce

Feedsight: validating the impact of actions on customer satisfaction over time.

Sentiment analysis tracking whether operational changes actually moved the needle on customer experience.

Thousands reviews processed daily, fully automated

Document Processing

Dôvera · Insurance

Attachment evaluation for payer-category changes: automated review of supporting documents.

Automated evaluation of attachment relevance, identification data, and validity periods. Significant reduction in manual work when processing insured-member applications.

Automatic processing of variable documents

Data Extraction

Dôvera · Insurance

Evaluating old applications: AI processing of historical documents, including handwritten text.

Automated review of historical health-insurance applications. Recognition of handwritten data and matching documents to records in the insurer's systems.

Precise handwriting recognition

Medical AI / Computer Vision

Cell Research Center · Healthcare

Automated knee-injury evaluation from MRI scans: AI support for medical diagnostics.

Evaluation of selected knee-injury severities from MRI scans using a model trained on historical data. The solution demonstrated high accuracy and is ready to move to full-scope production implementation.

Advanced machine learning