Ambient scribe solutions have promised to ease the burden of clinical documentation. By transcribing and summarizing doctor-patient conversations, they’ve helped reduce screen time and let providers focus more on care. But as the demands on clinicians grow and the expectations for AI increase, transcription alone is no longer enough.
Enter Corti’s FactsR™ a breakthrough real-time agentic reasoning system that sets a bold new standard for ambient AI in healthcare. Purpose-built to move beyond passive note-taking, FactsR™ transforms raw conversation into structured, validated clinical intelligence live, as it happens.
A Foundational Shift in Ambient AI
While traditional ambient scribes rely on generic large language models to summarize consultations after the fact, they often produce bloated, verbose notes. Clinicians then spend hours each week editing and correcting these summaries time better spent on patient care.
FactsR™ changes the game with a recursive fact-first reasoning engine, uniquely designed for clinical environments. Rather than waiting for the consultation to end, FactsR™ listens in real-time, extracting and validating key clinical facts such as symptoms, vitals, medications, and social history.
Each fact is refined through a specialized AI feedback loop, reviewed for accuracy and consistency before it's ever added to the record. The result? Precise, relevant documentation that reflects the real clinical conversation without the noise.
Clinician-Controlled, Audit-Ready Intelligence
With FactsR™, clinicians remain firmly in control. During consultations, they can review and adjust extracted facts on the fly, ensuring accuracy and completeness in the moment not after the fact. This clinician-in-the-loop model dramatically reduces the need for post-visit edits and enhances trust in the system.
Every fact includes:
A timestamp
A confidence score
A link back to the original dialogue
This makes documentation not only transparent and traceable but audit-ready by design.
Smarter, Leaner, and More Complete
In trials, FactsR™ reduced the length of AI-driven notes by 65%, while improving clinical completeness by 13% on the Primock57 public benchmark dataset. That means less irrelevant content, fewer corrections, and more clinically valuable information right where it’s needed.
It is More Than Documentation; it is Real-Time Clinical Support
FactsR™ isn’t just a better scribe; it’s a smarter partner. By delivering structured, validated data in real-time, it opens the door to intelligent decision support, personalized care recommendations, and seamless integration into clinical workflows. This is ambient AI not just as a helper, but as a true collaborator at the point of care.
Developer-Friendly, Built for Scale
Delivered as a modular API, FactsR™ empowers developers to embed this clinical-grade intelligence into any healthcare application: quickly, safely, and scalably. It’s a plug-and-play infrastructure layer that brings ambient AI from the background into the clinical foreground.
The Future of Healthcare AI Starts Now
As healthcare continues to evolve, the need for intelligent, real-time, and accountable tools has never been greater. Corti’s FactsR™ doesn’t just document care it enhances it, empowering clinicians with the insight they need, exactly when they need it.
It’s time to move beyond ambient scribes.
It’s time for AI that listens, understands, and reasons.
It’s time for FactsR™.
Read more about FactsR™ here or see it in action below: