THE FUTUREOF MEDICINEISN'T A DRUG.IT'S A CONVERSATION.

BROCA app shown on two iPhones — live encounter recording and coaching index dashboard

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01.5 · Under the Hood

BROCA · 2026

Purpose-Built AI for Clinical Coaching

Not a general-purpose chatbot. A clinical coaching engine built from the ground up — 11 specialized prompts, dual-model verification, and 442K+ evidence records, designed to reduce hallucinations and keep guidance grounded.

11-Prompt Pipeline

Specialized stages

Each encounter flows through 11 purpose-built prompts — transcription, segmentation, MI scoring, knowledge gaps, prevention, quality, and synthesis.

Dual-Model Verification

Cross-checked output

Two independent models review the same encounter and reconcile outputs before any coaching feedback is surfaced.

442K+ Evidence Records

Curated knowledge base

Guidance is grounded in a curated corpus of 442,000+ evidence records spanning primary care, internal medicine, and prevention.

Anti-Hallucination

Grounded responses

Every claim is tied back to its source in the evidence base — if it can't be grounded, it isn't shown.

Retrieval-Augmented Generation

RAG architecture

RAG retrieves the most relevant evidence per encounter, so coaching reflects current guidelines instead of static training data.

02 · The Five Dimensions

BROCA · 2026

Multidimensional Clinical Coaching

Five dimensions across every patient encounter — communication, engagement, knowledge, prevention, and quality improvement — so growth compounds visit after visit.

Communicate

MITI 4.2 scoring

Strengthen patient communication with Motivational Interviewing analysis scored against MITI 4.2 standards.

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Engage

Activation & participation

Coach for stronger patient engagement, activation, and shared decision-making across the encounter.

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Know

Evidence-based guidelines

Surface clinical knowledge gaps with evidence-based guideline coaching tied to each encounter.

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Prevent

USPSTF & CDC guidance

Catch missed screenings and vaccinations with guideline-aligned prevention prompts.

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Improve

MIPS · HCC · VBC

Track quality metrics, MIPS measures, and HCC coding opportunities to optimize care delivery.

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Mission · EN

10,000 hours
of training.
30 hours of coaching.

Physicians complete roughly 10,000 hours of training before practicing independently — and then receive, on average, fewer than 30 hours of structured coaching across an entire career. Broca Live exists to close that gap.

We focus on primary care, internal medicine, and preventive medicine — coaching clinicians in English and Spanish across the dimensions that shape every encounter: communication, engagement, knowledge, prevention, and quality improvement.

Broca Live is a coaching platform. It does not diagnose, prescribe, or replace clinical judgment.

THE FUTUREOF MEDICINEISN'T A DRUG.IT'S A CONVERSATION.

Purpose-Built AI for Clinical Coaching

Multidimensional Clinical Coaching

10,000 hoursof training.30 hours of coaching.

Every conversation is a chance to grow.

10,000 hours
of training.
30 hours of coaching.