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iPharmaAI (Audit IQ — Global Inspection Intelligence Platform) — Cross-region pharma GMP inspection corpus: 58,691 normalized records spanning FDA Form 483 observations (16,412), EMA EudraGMDP GMP/Non-GMP certificates and non-compliance deficiency reports (18,791), MHRA GMDP outcomes (1,717) and Health Canada records (21,771), enriched with AI plain-language summaries of every observation, cGMP-system classification, FEI/establishment linkage and investigator-level 'strictness' profiles.. Niche but defensible mid-scale corpus: ~58.7K inspection records across 4 regulators with proprietary nor…
Datasets
1Cross-region pharma GMP inspection corpus: 58,691 normalized records spanning FDA Form 483 observations (16,412), EMA EudraGMDP GMP/Non-GMP certificates and non-compliance deficiency reports (18,791), MHRA GMDP outcomes (1,717) and Health Canada records (21,771), enriched with AI plain-language summaries of every observation, cGMP-system classification, FEI/establishment linkage and investigator-level 'strictness' profiles.
Scale 58From 20 yearsCoverage Health Care · Information Technology
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What does Ipharmaai do?
iPharmaAI (Audit IQ — Global Inspection Intelligence Platform) — Cross-region pharma GMP inspection corpus: 58,691 normalized records spanning FDA Form 483 observations (16,412), EMA EudraGMDP GMP/Non-GMP certificates and non-compliance deficiency reports (18,791), MHRA GMDP outcomes (1,717) and Health Canada records (21,771), enriched with AI plain-language summaries of every observation, cGMP-system classification, FEI/establishment linkage and investigator-level 'strictness' profiles.. Niche but defensible mid-scale corpus: ~58.7K inspection records across 4 regulators with proprietary nor…
What data does Ipharmaai offer?
Ipharmaai offers (Alternative, Supply Chain, Reference) — 58,691 inspection records (16,412 FDA 483 observations + 18,791 EudraGMDP + 1,717 MHRA + 21,771 Health Canada), each with full original text plus a generated summary — plus 600-question cGMP checklist corpus and investigator profile records..
What is Ipharmaai's data used for?
Regulatory risk scoring and inspection-outcome prediction; pharma supply-chain vendor qualification and counterparty risk; NLP training on inspection findings + expert plain-language summaries (paired source/summary data); manufacturing quality benchmarking; short-seller/credit alt-signal on GMP-failing manufacturers; LLM fine-tuning for compliance drafting.
How is Ipharmaai's data delivered?
The data is with 20 years of history.
What does Ipharmaai cover?
Coverage spans US, UK, Europe; Pharmaceuticals, Application Software; alternative, supply_chain, reference; equities.
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