Blog
Guides, tutorials, and real-world workflows for composable document and image processing.
RAG from Public Documentation Websites: Robots.txt, Terms, Retention, and Attribution
Public docs are tempting RAG sources. Before you ingest them, review robots.txt, terms, source attribution, retention, and update strategy.
Human in the Loop: Using Confidence Scores to Build Reliable Document Extraction
Fully automated document extraction fails without human oversight. Per-field confidence scores let you automate the obvious cases and route uncertain ones for human review.
AI and the EU: Why GDPR and AI Act Compliance Matter for Automated Document Processing
A practical overview of how GDPR and the EU AI Act affect automated document extraction and generation, and what zero-retention EU-hosted processing means for compliance.
Building AI Agents That Process Documents: MCP, Structured I/O, and Confidence Routing
Build an AI agent pipeline that extracts document data, evaluates confidence scores, and routes to report generation or human review — using MCP and composable APIs.
Composable APIs vs. Point Solutions: Total Cost of Ownership for Content Processing
Multi-vendor stacks vs unified platforms — integration time, credential sprawl, billing reconciliation, and concrete TCO calculations for a typical 5-project agency.
Document-to-Markdown for RAG: Preparing Documents for Your AI Knowledge Base
Why markdown is the ideal format for LLM ingestion, how to preserve tables and layouts from PDFs, and how to build a document ingestion pipeline for RAG.
AI Processing in the EU: GDPR and AI Act Compliance for Automated Document Workflows
Beyond GDPR — EU AI Act risk classification, transparency requirements, and human oversight obligations for automated document processing systems.
EU Data Sovereignty Isn't Just Compliance — It's a Competitive Advantage for AI Agencies
Agencies using US-hosted document processing undermine their own EU positioning. EU-native infrastructure turns compliance into a selling point.
Extracting Structured Data from Scanned Documents: OCR Plus Field Validation
Scanned PDFs need more than OCR. Define a schema, extract typed fields with confidence scores, and validate results automatically — no regex, no templates.
GDPR-Compliant Document Processing: Architecture Patterns for EU Companies
US CLOUD Act risks, zero-retention architectures, DPA requirements, and a practical framework for choosing EU-hosted vs US-hosted document processing services.
The Hidden Cost of Stitching Together Document Processing APIs Across Client Projects
Every new client project means new vendor accounts, new API keys, and new failure modes. The overhead of multi-vendor document processing quietly eats into agency margins.
Image Processing for E-Commerce: Resize, Watermark, and Optimize in One API Call
Marketplace image requirements are a mess. Chain resize, background removal, smart crop, and format conversion into a single request instead of maintaining an image pipeline.