Resources

Technical and business guides for enterprise AI decisions

Mansel resources covering RAG, OCR, document intelligence, data infrastructure, and private deployment with production realities in mind.

RAG

What Is Enterprise RAG? Secure Knowledge Search Across Internal Documents

Source attribution, authorization, vector search, deployment, and PoC design in enterprise RAG architecture.

5 minRead article

Document Intelligence

OCR and Document Intelligence: From Text Recognition to Intelligent Processing

A document intelligence approach covering OCR, layout analysis, extraction, human review, and quality metrics.

5 minRead article

RAG

Technical Checklist Before Starting a RAG Project

A checklist for data sources, permissions, chunking, embeddings, vector databases, evaluation, and deployment.

5 minRead article

Enterprise AI

On-Premise AI: Using AI Without Moving Internal Data Outside

Local models, private cloud, GPU, cost, governance, and on-premise AI limitations.

5 minRead article

Data Infrastructure

How Can ECM and FileNet-Like Archives Be Modernized with RAG?

Modernizing legacy ECM archives with metadata, vector search, and source-attributed RAG while limiting migration risk.

5 minRead article