Providing online non-downloadable computer software via the Internet for research workflow automation, including ingestion of audio, video, and text inputs; automatic generation of cleaned transcripts; extraction of structured question-answer pairs, entity metadata, key takeaways and quantitative metrics; semantic search across transcript corpus; and export of client-ready reports and data

'across':44 'answer':33 'audio':18 'autom':14 'automat':23 'clean':26 'client':51 'client-readi':50 'comput':6 'corpus':46 'data':55 'download':5 'entiti':35 'export':48 'extract':28 'generat':24 'includ':15 'ingest':16 'input':22 'internet':10 'key':37 'metadata':36 'metric':41 'non':4 'non-download':3 'onlin':2 'pair':34 'provid':1 'quantit':40 'question':32 'question-answ':31 'readi':52 'report':53 'research':12 'search':43 'semant':42 'softwar':7 'structur':30 'takeaway':38 'text':21 'transcript':27,45 'via':8 'video':19 'workflow':13

Downloadable computer software for workflow automation in primary research, specifically software that ingests audio, video, and text transcripts; generates high-fidelity cleaned transcripts; extracts question-answer pairs, entities, key takeaways, and structured quantitative data; and enables semantic search and export of client-ready outputs

'answer':28 'audio':14 'autom':6 'clean':23 'client':45 'client-readi':44 'comput':2 'data':36 'download':1 'enabl':38 'entiti':30 'export':42 'extract':25 'fidel':22 'generat':19 'high':21 'high-fidel':20 'ingest':13 'key':31 'output':47 'pair':29 'primari':8 'quantit':35 'question':27 'question-answ':26 'readi':46 'research':9 'search':40 'semant':39 'softwar':3,11 'specif':10 'structur':34 'takeaway':32 'text':17 'transcript':18,24 'video':15 'workflow':5

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