# Inflect

> Private clinician coaching plus anonymized quality insights. Inflect turns real clinical conversations into growth for physicians and system-level improvement for Quality/CX and GME.

Inflect analyzes patient-clinician encounter transcripts and provides feedback on communication patterns (talk time distribution, question types, interruptions, empathy, shared decision-making) while keeping individual clinician feedback completely private and leadership insights aggregated.

## Clinical Safety & Research Frameworks

- [Making “What Matters” More Visible in Older Adult Care](/about/4ms-age-friendly-care.md): How ambient clinical conversation captures patient goals, priorities, and trade-offs within the IHI 4Ms framework (What Matters, Medication, Mentation, Mobility) without adding clinician documentation burden.
- [Diagnostic Safety Through Communication Signals](/about/diagnostic-safety.md): Clinical communication as an upstream safety layer. How conversational signals (uninterrupted history-taking, open inquiry, caregiver input, teach-back) identify diagnostic risks before adverse outcomes occur.
- [Making Safety-Critical Clinical Communication Observable](/about/procedural-safety.md): Observable communication in procedural environments. Using ambient language analysis to evaluate safety-process fidelity across surgical timeouts, handoffs, medication callouts, and transitions of care.

## Solutions & Platform

- [For Physicians](/solutions/physicians): Private, non-punitive communication coaching for clinicians to enhance patient connection and reduce burnout.
- [For Quality & Safety](/solutions/quality): System-wide conversational insights and safety signals for healthcare quality and patient experience leaders.
- [Inflect OR](/solutions/or): Behavioral-fidelity measurement of perioperative safety processes (timeouts, handoffs, sign-outs, closed-loop communication) from ambient team communication.
- [For GME & Medical Education](/solutions/gme): Objective communication feedback and milestone tracking for graduate medical education programs and DIOs.

## Optional

- [Full LLM Knowledge Bundle](/llms-full.txt): Complete consolidated text of all clinical safety frameworks and documentation for single-context ingestion.