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Penguin Ai is the operating system for healthcare administration, with AI Workers that reduce denials and accelerate revenue while …
FAQ — Penguin AI — Gwen Studio | Penguin AI
Frequently asked questions about building healthcare AI apps: builds, troubleshooting, costs, data policy, and what's coming next.
Penguin AI | Gwen Studio
Describe the healthcare app you want to build
The Operating System | Penguin Ai
Penguin Ai is the autonomous operating system for healthcare administration — reducing denials, accelerating revenue, and freeing …
Ortho Coding — Cognitive Services | Gwen Studio
About Specialty coding for orthopedic and MSK operative reports. The CPT coder reads the operation title and technique narrative to …
ICD Coding — Cognitive Services — Gwen Studio — Gwen Studio
About General-purpose ICD-10-CM diagnosis coding from clinical documents or raw note text. Pass 1 extracts candidate codes; …
Production-grade scaffolding for healthcare AI.
-d '{"text": "…clinical documentation…"}' # services: icd · hcc · cdi · prior-auth · claims · appeals · ocr · pii … # keys: contact your …
CDI — Pre-Bill Reconciliation — Cognitive Services | Gwen Studio
About A pre-bill reconciliation engine: the provider supplies the ICD-10 codes they intend to bill, and a map-reduce LLM pipeline …
OCR — Cognitive Services | Gwen Studio
This is the standalone extraction service. The coding pipelines (HCC, ICD, CDI, Chart Audit, Ortho) embed the same OCR step …
HCC Retrospective Coding — Cognitive Services — Gwen Studio — …
Retrospective HCC coding with MEAT evidence, V24/V28 mapping, and governance checks.