# Corti Labs — full map > Frontier open-weight models, hardened and hosted in Europe. One OpenAI-compatible API on EU infrastructure we own. $50 free credits. Curated index: https://corti.ai/llms.txt. API docs: https://docs.corti.ai/llms.txt. ## Platform - [Corti Models](https://corti.ai/): Frontier open-weight models, hardened and hosted in Europe. One OpenAI-compatible API on EU infrastructure we own. $50 free credits. - [Models overview](https://corti.ai/models): Frontier open-weight models, hardened and hosted in Europe. One OpenAI-compatible API on EU infrastructure we own. $50 free credits. - [Speech to text](https://corti.ai/speech-to-text): Clinical-grade speech-to-text for ambient and dictation workflows. - [Medical coding](https://corti.ai/medical-coding): Agentic medical coding across ICD-10 and CPT with evidence. - [Text generation](https://corti.ai/text-generation): Healthcare-native text generation for clinical documentation. - [Symphony](https://corti.ai/symphony): Orchestration layer for speech, documentation, coding, and agents. - [Sovereign Cloud](https://corti.ai/sovereign-cloud): Run Corti Models in an EU-operated cloud or on your own hardware. Same APIs, residency you can defend, no US hyperscaler on the request path. - [Compliance](https://corti.ai/compliance): How Corti Labs handles encryption, residency, access, monitoring, and audit for regulated workloads. Review live controls in the Trust Center. - [Agentic Framework](https://corti.ai/agentic-framework): Create agents with typed connectors, persistent contexts, and A2A messaging. Plan, execute, and trace multi-agent workflows on EU or US infrastructure. - [Pricing](https://corti.ai/pricing): Pay-as-you-go and enterprise pricing for Corti's healthcare-native APIs. Start with $50 free credits, scale to custom enterprise plans. - [About](https://corti.ai/about): Corti is the frontier AI lab hardened in healthcare and built for critical industries. - [Contact](https://corti.ai/contact): Talk to an AI expert about running frontier models on sovereign EU infrastructure - deployment, data residency, procurement and pricing for your team. ## Agents ### Medical Coding Agent Generate accurate medical codes from clinical context - Page: https://corti.ai/agents/medical-coding-icd-10-cpt-agent ### Clinical Education Agent Access evidence-based clinical explanations - Page: https://corti.ai/agents/clinical-education-agent ### Clinical Guidelines Agent Evaluate patient care against clinical guidelines - Page: https://corti.ai/agents/clinical-guidelines-agent ### Nursing Shift Handoff Agent Consolidate patient information for easy handoffs - Page: https://corti.ai/agents/nursing-shift-handoff-agent ### Clinical Documentation Improvement (CDI) Agent Review clinical documentation for accuracy gaps - Page: https://corti.ai/agents/clinical-documentation-improvement-cdi-agent ### Note Completeness Agent Ensure clinical note completeness in real-time - Page: https://corti.ai/agents/note-completeness-agent ### Triage and Initial Assessment Agent Automate clinical triage and risk stratification - Page: https://corti.ai/agents/triage-and-initial-assessment-agent ### Referral Generator Agent Generate clinician-to-clinician referral letters - Page: https://corti.ai/agents/referral-generator-agent ### Prior Authorization Agent Generate evidence-based prior authorization letters - Page: https://corti.ai/agents/prior-authorization-agent ### Denial Appeals Agent Appeal denials with evidence-backed responses - Page: https://corti.ai/agents/denial-appeals-agent ### Medication Reconciliation Agent Review medication against clinical records - Page: https://corti.ai/agents/medication-reconciliation-agent ### Patient Discharge Education Agent Convert clinical content into patient-friendly outputs - Page: https://corti.ai/agents/patient-discharge-education-agent ### Surgical Registry Intelligence Agent Automate surgical quality registry data entry - Page: https://corti.ai/agents/surgical-registry-intelligence-agent ### Code Validation Agent Validate ICD-10-CM, ICD-10-PCS, and CPT code sets - Page: https://corti.ai/agents/code-validation-agent ### Diagnostic Entity Extractor Agent Extract codeable diagnoses and assign codes directly - Page: https://corti.ai/agents/diagnostic-entity-extractor-agent ### ICU Admission Summary Agent Generate structured ICU admission summaries - Page: https://corti.ai/agents/icu-admission-summary-agent ### Compliance Guardrail Agent Validate code sets against payer or organizational rulesets - Page: https://corti.ai/agents/compliance-guardrail-agent ### ICD-10 Index Navigator Agent Go from clinical terms to candidate codes for coder review - Page: https://corti.ai/agents/icd-10-index-navigator-agent ### Procedure Entity Extractor Agent Extract codeable procedures and assign codes directly - Page: https://corti.ai/agents/procedure-entity-extractor-agent ### Rule Explainer Agent Understand code selection reasoning - Page: https://corti.ai/agents/rule-explainer-agent ## Connectors ### Medical Coding Assign accurate medical codes from clinical input - Page: https://corti.ai/connectors/coding ### Web Search Pull the latest content from the internet - Page: https://corti.ai/connectors/web-search ### Clinical Trials Search and access structured clinical trial data - Page: https://corti.ai/connectors/clinical-trials ### Interviewing Run structured, adaptive questionnaires - Page: https://corti.ai/connectors/interviewing ### DrugBank Access comprehensive, up-to-date drug intelligence - Page: https://corti.ai/connectors/drugbank ### Posos Access the Posos medication database - Page: https://corti.ai/connectors/posos ### PubMed Retrieve research directly from PubMed - Page: https://corti.ai/connectors/pubmed ### Medical Calculator Perform reliable medical calculations - Page: https://corti.ai/connectors/medical-calculator ### CCAM Coding (coming soon) Assign accurate CCAM medical codes from clinical input - Page: https://corti.ai/connectors/ccam-coding ### CIM-10-FR Inpatient Coding (coming soon) Assign accurate CIM-10-FR inpatient medical codes - Page: https://corti.ai/connectors/cim-10-fr-inpatient-coding ### CIM-10-FR Outpatient Coding (coming soon) Assign accurate CIM-10-FR outpatient medical codes - Page: https://corti.ai/connectors/cim-10-fr-outpatient-coding ### CPOE Recommendations (coming soon) Surface the right orders and order sets - Page: https://corti.ai/connectors/cpoe-recommendations ### Checklist (coming soon) Monitor care protocol adherence - Page: https://corti.ai/connectors/checklist ### ICD-10-CM Coding Assign accurate ICD-10-CM medical codes - Page: https://corti.ai/connectors/coding-expert-icd-10-cm ### ICD-10-GM Inpatient Coding (coming soon) Assign accurate ICD-10-GM inpatient medical codes - Page: https://corti.ai/connectors/icd-10-gm-inpatient-coding ### ICD-10-GM Outpatient Coding (coming soon) Assign accurate ICD-10-GM outpatient medical codes - Page: https://corti.ai/connectors/icd-10-gm-outpatient-coding ### ICD-10-INT Coding Assign accurate ICD-10-INT medical codes - Page: https://corti.ai/connectors/coding-expert-icd-10-int ### ICD-10-PCS Coding Assign accurate ICD-10-PCS medical codes - Page: https://corti.ai/connectors/coding-expert-icd-10-pcs ### ICD-10-UK Coding Assign accurate ICD-10-UK medical codes - Page: https://corti.ai/connectors/coding-expert-icd-10-uk ### Memory Retrieve precise information from complex data - Page: https://corti.ai/connectors/memory ### OPCS-4 Coding (coming soon) Assign accurate OPCS-4 medical codes from clinical input - Page: https://corti.ai/connectors/opcs-4-coding ### OPS Coding (coming soon) Assign accurate OPS medical codes from clinical input - Page: https://corti.ai/connectors/ops-coding ## Recent articles (Markdown) # How to code as a clinician with no coding experience > You don't need to be a developer to build working clinical software. This guide walks clinicians through agentic coding with OpenCode and Corti models, from free account setup to a first working demo. *2026-10-19* — [https://corti.ai/guides/how-to-code-as-a-clinician-with-no-coding-experience](https://corti.ai/guides/how-to-code-as-a-clinician-with-no-coding-experience) --- # Symphony for Text Generation: Introducing a new evaluation benchmark for clinical note quality > We built a controlled, multilingual way to measure what AI-generated clinical notes keep, leave out, and add. Then we used it to test Symphony for Text Generation against Heidi and Tandem Health. *Corti Team · 2026-10-14* — [https://corti.ai/blog/symphony-for-text-generation-benchmark-clinical-note-quality](https://corti.ai/blog/symphony-for-text-generation-benchmark-clinical-note-quality) --- # Six use cases enabled by Symphony for Medical Coding SNOMED CT > SNOMED CT lets software read clinical data by meaning, not by code, but manual coding never scaled. With Symphony for Medical Coding, turning notes into structured concepts is now one API call. Here are six things you can build on it. *2026-10-09* — [https://corti.ai/guides/six-things-you-can-build-on-snomed-ct](https://corti.ai/guides/six-things-you-can-build-on-snomed-ct) --- # Clinical AI Innovation Deep Dive: Exploring the fragmented data timeline problem in EHRs > Patient history in the EHR grew from 1,700 words in 2006 to nearly 60,000 in 2022. Why clinicians still build the patient timeline by hand, and how to fix it. *Vanessa Klungtvedt · 2026-10-09* — [https://corti.ai/blog/clinical-ai-innovation-deep-dive-exploring-the-fragmented-data-timeline-problem-in-ehrs](https://corti.ai/blog/clinical-ai-innovation-deep-dive-exploring-the-fragmented-data-timeline-problem-in-ehrs) --- # Symphony for Medical Coding now supports SNOMED CT > Symphony for Medical Coding now supports SNOMED CT, giving developers concept-level coding across the International edition and seven national editions through a single API call. *Majed Sharif · 2026-10-09* — [https://corti.ai/blog/symphony-for-medical-coding-now-supports-snomed-ct](https://corti.ai/blog/symphony-for-medical-coding-now-supports-snomed-ct) --- # The structured data problem in healthcare > Unstructured data in healthcare hides what clinicians need. Where SNOMED CT coding helps, where it falls short, and how semantic search fills the gap. *Vanessa Klungtvedt · 2026-10-09* — [https://corti.ai/blog/the-structured-data-problem-in-healthcare](https://corti.ai/blog/the-structured-data-problem-in-healthcare) --- # What if there was a search engine for your patient's history? > EHR search leaves clinicians scrolling. What a clinical search engine for patient history needs, from semantic retrieval and provenance to role-aware results. *Vanessa Klungtvedt · 2026-10-09* — [https://corti.ai/blog/what-if-there-was-a-search-engine-for-your-patients-history](https://corti.ai/blog/what-if-there-was-a-search-engine-for-your-patients-history) --- # A Guide to building ambient scribing that handles the physical exam > Ambient scribing in somatic medicine works well for most of the consultation, but the physical examination needs special attention. This guide explains where the challenges are and what clinicians and implementation teams can do about them. *2026-10-08* — [https://corti.ai/guides/a-guide-to-building-ambient-scribing-that-handles-the-physical-exam](https://corti.ai/guides/a-guide-to-building-ambient-scribing-that-handles-the-physical-exam) --- # Why the next era of AI scribes needs an entirely new architecture *Andreas Cleve · 2026-10-08* — [https://corti.ai/blog/why-the-next-era-of-ai-scribes-needs-an-entirely-new-architecture](https://corti.ai/blog/why-the-next-era-of-ai-scribes-needs-an-entirely-new-architecture) --- # Introducing Corti ADVANCE: Bridging the gap between AI ambition and AI deployment > ADVANCE pairs Corti's production-validated agent patterns and API platform with forward deployed engineers, helping our customers take AI initiatives from pilot to production on sovereign infrastructure built for regulated industries. *Corti Team · 2026-10-06* — [https://corti.ai/blog/introducing-corti-advance-bridging-the-gap-between-ai-ambition-and-ai-deployment](https://corti.ai/blog/introducing-corti-advance-bridging-the-gap-between-ai-ambition-and-ai-deployment) --- # Welcome to medical speech, ElevenLabs > ElevenLabs used Corti’s medical speech benchmarks to test Scribe v2 Medical. We look at what the results show and why we’re rerunning the Symphony comparison. *Corti Team · 2026-09-23* — [https://corti.ai/blog/welcome-to-medical-speech-elevenlabs](https://corti.ai/blog/welcome-to-medical-speech-elevenlabs) --- # AI is only as good as the workflow around it > Voice Technologies and Corti are integrating clinical AI, ambient transcription and speech recognition into everyday NHS workflows. *Jack McInnes, James McPherson, Martyn Ross · 2026-09-17* — [https://corti.ai/builder-series/ai-is-only-as-good-as-the-workflow-around-it](https://corti.ai/builder-series/ai-is-only-as-good-as-the-workflow-around-it) ---