⚠️

ABFM attestation requirements take effect June 2026. New competency documentation standards are coming—is your program ready?

Family Medicine Edition

Residency management for the CBME era Track growth, not just time.

AI-native. Mobile-first. Built from scratch for competency-based training.

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Competency Dashboard
Real-time insights
94%
On Track
2
Flagged
48h
Advance
Dr. Chen evaluation auto-drafted
AI
⚠️
Duty hours violation predicted
48h
📋
APE report ready for review
1-Click

Five forces are reshaping medical education

The convergence is unprecedented. Programs that adapt will thrive. Those that don't will struggle with compliance, burnout, and attrition.

1

CBME Mandate

ACGME requires competency-based evaluation. Legacy systems track time, not growth. The gap is widening.

2

Market Disruption

90% market share held by legacy platforms—built to track time, not growth. Zero AI. Consolidation is adding uncertainty. Programs want out, but alternatives are sparse.

3

AI Readiness

Foundation models are production-ready. The barrier has collapsed. What matters now is application.

4

Administrative Burden

Residents admin instead of learning. Faculty complete forms instead of teaching. AI could change this.

5

Fragmented Journey

Each stage runs on disconnected systems. No continuity. No portability. The market wants better.

Purpose-built for the CBME era

No legacy software to manage, upgrade, or try to bolt AI on. Agentic AI designed for competency visualization, predictive intelligence, and the reality of modern residency training.

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Competency-First Design

Visual milestone progression, growth narratives, and AI that identifies gaps early. Built for the question legacy platforms can't answer: "Is this resident becoming competent?"

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Agentic AI

AI agents that do the work while you make the calls. Predicts violations 48 hours ahead. Auto-drafts evaluations. Returns clinical hours to patient care.

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Specialty Editions

Purpose-built for Family Medicine, Psychiatry, Pediatrics, Med-Peds. We don't compete on 1,000 generic features—we win on the 50 that matter for your specialty.

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Action Rail™

Voice-enabled natural language that turns friction into flow. "I placed a central line on a 67-year-old male with Dr. Smith"—logged in 5-10 seconds. Hands-free for the PGY-2 at 11pm.

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Insight Rail™

Voice-enabled conversational AI that makes everyone self-sufficient. "How am I tracking on milestones?" "Which residents need NICU exposure?" No dashboard hunting. No email ping-pong.

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Resident-Centric Focus

Residents build a portable portfolio—every procedure, evaluation, and certification—validated and theirs to carry forward. The foundation for a seamless career journey.

Natural language that works the way you do

Purpose-built for every role. No more hunting through menus or filling out endless forms.

Action Rail™
Action Rail™
What would you like to do?
Quick Actions
💉Log a procedure
Log duty hours2 days behind
👤View my encounters
📝Request faculty evaluation
📅Request time off
Action Rail™
What would you like to do?
Quick Actions
👩‍🏫Log teaching activity
🔍Look up resident progress
📊View my evaluations summary
💬Send feedback to resident
Action Rail™
What would you like to do?
Quick Actions
📝Draft summative evaluationAI Draft
📄Generate Annual Program Evaluation1-Click
👥Check multi-rater coverage3 below threshold
🎯Review milestone progress
📊Run compliance report
Action Rail™
What would you like to do?
Quick Actions
📅Update rotation schedule
👤Add/edit resident profile
📤Export ACGME data
📧Send batch reminders

Command interface for taking action. Logging procedures, requesting time off, generating reports—all through natural language. Voice input supported.

💬 Insight Rail™
💬
Insight Rail™
Ask me anything about your program
Common Questions
🎯What procedures do I still need?
📊How do I compare to my cohort?
How do I log a procedure?Help
💬
Insight Rail™
Ask me anything about your program
Common Questions
📝What evaluations are due?
👥Who's rotating with me this month?
How do I submit a teaching log?Help
💬
Insight Rail™
Ask me anything about your program
Common Questions
⚠️Any compliance issues this week?
📊Compare cohort milestone progress
How do I generate an APE report?Help
💬
Insight Rail™
Ask me anything about your program
Common Questions
📧Who hasn't logged duty hours?
📅Any scheduling conflicts next month?
How do I submit a support ticket?Help

Dual-mode conversational AI. Program Data mode (blue) for status, progress, and analysis. Help & Support mode (green) for how-to questions and support tickets. Copy, share, or export any answer.

Built for the realities of residency training

Every feature designed for the specific workflows of Family Medicine programs.

🗓️

CCC Workflow with Bias Mitigation

ACGME-Aligned

Complete Clinical Competency Committee workflow with built-in anchoring alerts, availability bias checks, and groupthink prevention. Structured discussion enforces speaking order starting with junior members. AI prepares the evidence; your committee makes fair, defensible calls.

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AI-Drafted Evaluations

Agentic AI

AI synthesizes rotation data, procedure logs, duty hours, and prior evaluations into draft narratives with milestone mapping suggestions. Faculty review and personalize—60% time savings returned to teaching.

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One-Click APE Report

Game Changer

Annual Program Evaluation that used to take weeks now generates in one click. All 15 ACGME-required sections with AI-generated narratives, data freshness indicators, and direct export to PDF and Word.

ABFM Attestation Tracker

June 2026

Evidence aggregation across all 15 ABFM Core Competencies with strength indicators per competency. AI-generated readiness summary, gap identification, and audit-ready documentation when the deadline arrives.

Predictive Duty Hours

Agentic AI

AI predicts ACGME violations 48 hours in advance—80-hour limits, rest requirements, 24+4 shift caps. Proactive schedule adjustments before violations occur. Three-tier alerts with automated corrective action documentation.

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Lifetime Portable Portfolio

Career-Long

Unlike legacy systems where data belongs to the institution, residents own their portfolio forever. Cryptographically verified credentials follow physicians from residency through fellowship and career transitions. Physician as the Source of Truth™.

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CoC Tracker & Predictor

Family Medicine

Real-time Continuity of Care tracking with panel management, visit attribution, and predictive modeling. Residents see their progress against PGY-level targets; PDs forecast graduation readiness across the cohort.

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Early Warning System

Agentic AI

AI identifies at-risk residents before problems escalate—milestone gaps, evaluation patterns, procedure deficits, and wellness signals. Proactive intervention replaces reactive remediation.

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Teaching Physician Billing

Revenue Recovery

Track teaching physician presence documentation for compliant billing. Automated attestation capture, real-time compliance alerts, and audit-ready reports. Revenue that was always yours—now captured.

Agentic AI for Medical Education

Variable Autonomy™

The AI does the work. You make the calls.

Healthcare organizations are risk-averse about AI—and rightfully so. Variable Autonomy lets Program Directors control each AI agent's independence level. Trust earned incrementally.

Verify Mode
AI suggests, you approve every action

AI synthesizes evaluation data and suggests milestone levels; CCC reviews and must explicitly approve each determination.

Augment Mode
AI handles routine tasks, flags exceptions

AI automatically processes routine evaluations but escalates those with significant discrepancies for PD review.

Autonomy Mode
AI executes with full independence

AI processes duty hour submissions, validates compliance, and sends reminders with PD oversight limited to exceptions.

The exact approach risk-averse healthcare organizations need to say yes.

Enterprise-Grade Security & PD Control

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Variable Autonomy
PD Controls AI Independence
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SOC 2 Type 2
Certified Infrastructure
🛡️
Zero Data Retention
By AI Models
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End-to-End Encryption
AES-256 Standard
📋
Complete Audit Trails
Full Transparency
🚀 Early Adopter Program

Shape the future of GME

Join a select group of forward-thinking programs helping us build the platform that will define the next generation of residency management.

💰

Founding Partner Pricing

Lock in preferential rates that reward your early commitment and trust.

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Direct Product Influence

Your feedback directly shapes our roadmap. Features you need, built the way you need them.

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White-Glove Onboarding

Dedicated implementation support and training to ensure your program's success.

Join the Early Adopter Program

Apply now for a personalized demo and early access for your Family Medicine program.

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