Insights
Expert articles on Document AI, Hybrid RAG, GDPR and AI-assisted technical appraisals.
Automotive valuation automation — a case study from an expert office
How we cut the average automotive opinion turnaround from 3 days to 4 hours using Document AI, RAG and a proprietary 5,000+ case dataset.
Case-file OCR: Document AI vs Tesseract — a production benchmark
A hard benchmark of two OCR engines on 2,000 pages of Polish insurance case files, including tables, handwriting and low-quality 1990s scans.
RAG for appraisers — building a knowledge base from 5,000 historical cases
From chunking to reranking — a complete guide to a Hybrid RAG architecture designed for hard technical-legal documentation.
GDPR and AI in valuations — how to run an EU-compliant platform
Legal bases, processing agreements, data residency and audit requirements — a practical guide for SaaS serving expert appraisers.
AI-assisted industrial machinery expertise — DTR, UDT and CE in one workflow
How AI handles operational-technical documentation, UDT inspection records and CE declarations — from data extraction to a finished report.