The most important decade of a physician's career.
The least supported.
Agentic AI that follows physicians from the first year of medical school through the first year of independent practice—data that compounds, outcomes that improve.
They deserve better
Our students, residents, and fellows are our best and brightest—our future. They deserve better.
Medical school and 80-hour weeks as a resident and fellow are tough enough. Let's stop piling frustrating, redundant processes on top.
Today's physician journey is disparate and fragmented. Medical school, applications, residency, fellowship, the first year of independent practice—each runs on its own disconnected system. Data flows one direction: trainees submit, institutions keep. No continuity. No portability. No single source of truth. And new physicians enter practice without a verified record of the competency they've spent a decade building.
Program directors, DIOs, and trainees are fed up. The market is ready for something better.
We see each milestone not as an isolated event, but as a critical step in a multi-year journey. The first year of medical school. Student rotations. The residency application. The residency years. The transition to fellowship. The first year of independent practice. These moments deserve modern, intuitive experiences—powered by AI that handles the work while you stay in control.
And every credential, every competency, every achievement—verified once, owned by the physician, trusted everywhere.
From the first year of medical school to the first year of practice
We're building the infrastructure for a seamless journey—one portable portfolio across every stage of physician development.
Student
Rotations, clerkships, USMLE prep, and Match readiness
Applicant
Residency & fellowship applications with verified credentials
Resident
Training management, milestones, evaluations, procedures
Flagship: GME ManagerFellow
Subspecialty training, advanced procedures, research
New Physician
Career launch, credentialing, privileging, alumni networks
The Lifelong Portfolio
We're building toward one portable, physician-owned portfolio that grows with your career—credentials verified once at the source, then trusted everywhere, eliminating the endless cycle of re-verification that plagues healthcare today.
How we build differently
Seven principles that guide every product decision. The AI does the work. You make the calls.
AI-Native Architecture
We don't bolt AI onto existing systems. Every product is designed from the ground up—AI is the foundation, not an afterthought.
Agentic AI
The AI does the work. You make the calls. Agentic AI handles the administrative tasks that hold back excellence and efficiency. Variable Autonomy lets organizations adopt at a pace that works—you control how much independence each agent has, building trust over time.
Curated Data Sets and Proprietary Benchmarks
Our data foundation powers AI that competitors can't replicate. Specialty-specific benchmarks, historical outcomes, and curated data create intelligence that improves with every interaction.
Physician-Owned Data
Credentials and career documentation belong to residents and physicians—not institutions. Our Lifelong Portfolio creates 35+ year relationships built on trust and portability.
Mobile-Native
Residents and physicians live on their phones—80% of clinical interactions happen away from a desktop. Our products aren't responsive wrappers or companion apps. They're mobile-native experiences built from scratch for each form factor, with offline-first architecture, voice input, and innovations designed exclusively for the phone.
Institutional Integration Architecture
The institutional memory layer for GME won't be built by aggregating CSV uploads into a dashboard. It requires deep, AI-generated program intelligence—competency trajectories, workforce readiness, predictive compliance—flowing into enterprise platforms that already serve thousands of health systems. We build that intelligence. We don't pretend a recruitment tool is an operating system. We partner with platforms that actually operate at the institutional scale.
AI LaunchPad™
Every product ships with AI LaunchPad—our self-implementation gateway. Free 90-day pilot. Self-guided setup. AI-powered onboarding. Structured feedback at 30, 60, and 90 days. Zero implementation staff required. Most healthcare SaaS takes 6–12 months and a dedicated project manager to deploy. We believe if your product needs an implementation team, your product isn't good enough. Experience it before you buy it. Go live in days, not quarters.
Purpose-built for each stage
Prototype live. Demo available. Seeking founding pilot partners.
GME Manager
Track growth, not just time. · AI-Native · Mobile-Native · Competency-First · Built for CBME
Agentic AI for residency management—built from scratch for the Competency-Based Medical Education era. Two-Rail AI architecture: Action Rail™ handles logging, reporting, and scheduling through natural language and voice. Insight Rail™ answers any question about your program instantly. Mobile-native across all four personas with 6 mobile-only innovations. Complete CCC support with bias mitigation, AI-drafted evaluations, predictive duty hours, and the Lifelong Portfolio. Variable Autonomy™ lets PDs control AI independence. 12 pre-loaded clinical data sets—including G2211 and APCM billing codes. ABFM attestation requirements take effect June 2026. We're ready. Are you?
Extending the journey
Less admin. Better training. Smarter transitions. Here's what's coming.
GME Onboarding Manager
The first onboarding platform that configures itself from your specialty, state, and class list—then runs itself from Match Day through Day One. Gamified resident experience with achievement badges, peer progress, and hStream ID provisioning. Phase-adaptive dashboards, state license intelligence, and NPS pulse surveys. Go live in a day.
GME AI Advisor
Agentic AI and predictive analytics for programs locked into New Innovations or MedHub. Residents stay where they are—Program Directors, Coordinators, and Faculty gain AI-drafted evaluations, CCC prep packages, ABFM attestation mapping, and compliance prediction. Ships with 12 curated clinical data sets no competitor has built. Live in days, not months.
GME Recruitment Manager
Composable agentic AI for residency recruitment. One-Click Applicant Profiles™ transform raw ERAS data into reviewable summaries with AI-generated evaluations. Screening, reviewing, interviewing, and ranking—with as much or as little AI as you choose. Variable Autonomy™ at every stage.
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Subscribe to NewsletterWhat’s next — with the right partner
Market research complete. Product vision defined. Each opportunity below has been validated, scoped, and designed to the level you see when you click through. We build when the right partner and capital are in place.
Medical Student Rotation Manager
AI-native rotation strategy layer for medical schools—competency-first planning, AI Strategy Sessions with interactive scenario modeling, Preceptor Intelligence, Match Intelligence Suite with AI-drafted MSPEs, and a student-owned portfolio from first clerkship through ERAS. Four role-based views for Students, Clerkship Directors, Associate Deans, and Advisors. Designed to complement clinical placement platforms, not replace them.
APP Residency Engine
Purpose-built Agentic AI for NP/PA postgraduate residencies and fellowships—550+ programs across 35 specialties and 48 states, with zero purpose-built technology. CAPP accreditation dashboards, CCC workspace, HRSA grant automation, AI-powered learning plans, and multi-program management. Same AI agent that powers GME Manager, new surface, new context. No new architecture required.
APP Oversight AI
AI-powered chart review that transforms APP oversight from regulatory burden into clinical value—saving physicians hours, catching risk before it becomes liability, and surfacing revenue hiding in your charts.
Life Support Instructor Hub
A two-sided marketplace that transforms residents into credentialed life support instructors (BLS, ACLS, PALS, NALS) and matches them with hospitals, nursing schools, EMS agencies, and community organizations that need skills evaluators on demand. Smart scheduling with duty hour guardrails. Client organization portal. Dual-sided ROI analytics. Residents earn. Programs stay compliant. Communities get certified.
GME Schedule Manager
The first shift scheduler that optimizes for training outcomes, not just coverage. Five AI engines run simultaneously on every scheduling action—compliance, wellness, training fit, fairness, and supervision. 8 ACGME rules enforced in real time. Predictive wellness modeling. Resident shift marketplace. What-if scenario modeling. Self-implementing in under 2 hours. Nobody does ACGME-aware shift scheduling. This does.
Precision Learning Engine
AI-powered precision learning for CME, regulatory training, life support certifications, sim lab, and vendor in-service. Knows what you need. Generates regulatory courses instantly. Reports to licensing boards on your behalf.
Physician Career Network
Career marketplace meets alumni network—built on verified credentials. Programs stay connected to graduates. Physicians find opportunities matched to their portfolio. LinkedIn for physicians.
Physician as the Source of Truth™
Credentials issued once, carried by the physician, trusted everywhere. We’re not optimizing a broken paradigm. We’re replacing it. Join us.
Interested in partnering or investing?
Each product brief above represents a validated market opportunity with defined scope, competitive analysis, and go-to-market strategy. We’re looking for the right partners and capital to bring them to life.
Start a ConversationBuilding the operating system for physician careers
A $1B+ market opportunity across the physician journey—and growing.
Interested in learning more?
We're building the infrastructure for the next generation of physician careers—and the program-level intelligence that enterprise workforce platforms need to make institutional decisions. Let's talk.
Contact Investor RelationsInvesting in the Future of the Physician Journey
Medicus Tiro invests in founders building AI-native solutions that improve how physicians are developed—from the first year of medical school through the first year of independent practice.
Intelligence that drives precise, actionable competency assessments. Visualization that makes progress visible and proactive. The physician at the center as the source of truth.
When we transform how physicians are developed, we transform their entire future—hiring, onboarding, credentialing, privileging, billing, clinical team leadership, and a lifetime of practice built on verified excellence.
If you're building something aligned with this vision, we'd love to hear from you. Send us your business plan.
Submit Your Business PlanLet's talk
Whether you're a residency program, medical school, APP training program, or potential partner—we'd love to hear from you.