Software as a service (SAAS) services featuring software for ingestion, optical character recognition, and artificial intelligence-based structuring of analogue and legacy engineering records; providing online non-downloadable software for digital remediation, classification, and provenance tagging of unstructured engineering documents for compliance with nuclear quality assurance standards; providing online non-downloadable software for lifecycle records management, NQA-1 artifact generation...