Downloadable computer software for the sanitization of digital documents and images to enable secure processing by artificial intelligence systems; downloadable software for the automatic detection and replacement of personally identifiable information (PII) with synthetic tokens or structured labels to preserve the semantic utility of data for machine learning; Downloadable computer software for utilizing optical character recognition (OCR) for the identification and masking of sensitive identifiers in scanned documents to facilitate AI-ready data preparation; downloadable software for the local removal of metadata and embedded properties from digital files to ensure data cleanliness for use in artificial intelligence including large language models (LLMs).

'ai':72 'ai-readi':71 'artifici':17,97 'automat':24 'charact':55 'cleanli':93 'comput':2,50 'data':45,74,92 'detect':25 'digit':8,88 'document':9,68 'download':1,20,49,76 'embed':85 'enabl':13 'ensur':91 'facilit':70 'file':89 'identif':60 'identifi':30,65 'imag':11 'includ':99 'inform':31 'intellig':18,98 'label':38 'languag':101 'larg':100 'learn':48 'llms':103 'local':80 'machin':47 'mask':62 'metadata':83 'model':102 'ocr':57 'optic':54 'person':29 'pii':32 'prepar':75 'preserv':40 'process':15 'properti':86 'readi':73 'recognit':56 'remov':81 'replac':27 'sanit':6 'scan':67 'secur':14 'semant':42 'sensit':64 'softwar':3,21,51,77 'structur':37 'synthet':34 'system':19 'token':35 'use':95 'util':43,53

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