AI-native pathology information systems, built for precision medicine.
ForMedrixAI is developing PathScribe, an AI-assisted anatomic pathology reporting and laboratory information system (APLIS) for pathology labs and healthcare organizations across the United States, Canada, Republic of Ireland, United Kingdom, Netherlands, Germany, France, Belgium, Australia, New Zealand, South Korea, and other markets. Our goal is to bring the full pathology reporting workflow — from specimen accessioning through synoptic reporting and sign-out — into one connected, modern platform.
One platform, built for two audiences.
PathScribe adapts to how your organization runs — from lab operations and compliance to the pathologists and cytotechnologists doing the diagnostic work.
For laboratories & health systems
- Configurable worklists and routing across GYN and Non-GYN cytology pools
- Built-in CAPA/QA engine with deficiency tracking, escalation, and enterprise-wide rollup
- Multi-jurisdictional financial class architecture spanning the US, Canada, Ireland, UK, Netherlands, Germany, France, Belgium, Australia, New Zealand, and South Korea
For pathologists & cytotechnologists
- Bethesda-structured screening and synoptic reporting across GYN and Non-GYN cytology, including thyroid FNA
- One unified QC review queue spanning in-screening checks and at-sign-out review
- Full audit trail with AI-assisted, user, and system actions filterable side by side
Introducing PathScribe — every step, one system.
From accessioning through sign-out, PathScribe unifies surgical pathology, cytology, autopsy, molecular, and quality workflows in a single LIS built for modern pathology labs.
Surgical pathology
Gross and process biopsy and resection specimens end to end — from templated grossing through synoptic sign-out and peer review.
GYN cytology & HPV co-testing
Accession Pap specimens, triage them on a configurable worklist, and screen against Bethesda diagnostic categories.
Non-GYN cytology & reflex molecular
Screen Non-GYN specimens with Bethesda synoptic reporting — including thyroid FNA — and route reflex molecular orders directly into the molecular workflow.
Autopsy pathology
Manage forensic and clinical case types side by side, with turnaround tracking and chain-of-custody, in the same case system as your surgical and cytology work.
Unified QC review
In-screening and at-sign-out quality checks resolve through one review queue, not two disconnected systems.
Molecular workcenter
One home base for the molecular bench, from setup through result trace-back.
CAPA & QA engine
Deficiency tracking, escalation, and containment workflows roll up from individual cases to an enterprise-wide, inspection-ready QA dashboard.
Audit trail & compliance hub
Every audit, error, interface, QA, and financial log is filterable by AI, user, or system action for full chain-of-custody visibility.
Billing & financial class management
Multi-jurisdictional financial class management keeps billing accurate and audit-ready across every market you operate in.
Voice control, every action
Hands-free voice control across the workflow, with AI-assisted dictation refinement wherever it's configured.
Every workflow, one home.
PathScribe opens to a single launchpad for accessioning, worklists, the pathology workspace, quality and compliance, and search.
Purpose-built to help the pathologist — not replace their judgment.
From the first word dictated to the finished report, AI works directly on the case data — drafting the narrative, structuring the synoptic report, and adapting to how your lab actually reports out.
Builds the narrative as the pathologist talks
Dictation at the scope becomes a structured narrative report — organized for review, not a raw transcript left for someone to clean up later.
Assembles the synoptic report as the case moves
Findings captured anywhere in the workflow flow into the synoptic report, following the protocol your jurisdiction requires, instead of being re-keyed at sign-out.
Custom synoptic templates, no developer required
Configure your own synoptic report templates and metadata fields — new specimen types, institution-specific elements, custom protocols — without touching code.
International markets across North America, Europe, Oceania, and Asia-Pacific.
PathScribe's financial class and compliance architecture is built to flex across regional reporting requirements from day one.
Custom software services, separate from PathScribe.
Alongside PathScribe, ForMedrixAI takes on contract software development and consulting work for clients outside the pathology and lab space — from custom applications to connected hardware systems.
Inquire about software servicesSoftware Development
End-to-end design and development of web, desktop, and mobile applications tailored to your workflow.
Mobile Application
Native and cross-platform iOS/Android apps, from product design through App Store release.
Home Automation
Smart home and building automation — device integration, scheduling, and centralized control dashboards.
Hardware–Software Integration
Bridging embedded devices, sensors, and IoT hardware with the software systems that drive them.
About ForMedrixAI
Bridging the diagnostic gap
In modern medicine, the most consequential clinical decisions begin with a pathology diagnosis. For cancer and complex disease, the surgical pathology report determines the diagnosis, defines the stage, and directs the therapy — yet the daily workflow of the pathologist remains constrained by fragmented, legacy software.
Over two decades working with health systems and laboratory information platforms, our founder saw this disconnect firsthand: expert pathologists spending excessive time manually transcribing notes, navigating outdated interfaces, and wrestling with rigid EHR workflows instead of focusing on high-complexity diagnostic interpretation.
The insight was unmistakable — pathology doesn't suffer from a data problem, it suffers from an experience and automation problem. Existing LIS and EHR systems treat reporting as an administrative task rather than the clinical decision engine it truly is. Critical findings still rely on manual phone calls. Synoptic cancer reporting remains cumbersome. Voice dictation is bolted on rather than integrated.
ForMedrixAI was founded in Arizona to close this gap. With PathScribe, the mission is clear: deliver a modern, high-precision software suite purpose-built for surgical pathology and diagnostic workflows — unifying ambient voice transcription, structured synoptic reporting, HL7/FHIR interoperability, and intelligent alerting inside a sleek, dark-mode native interface.
To empower teams in highly regulated industries with reliable, intuitive AI tools that streamline workflows, protect operational integrity, and keep human expertise firmly in control.
Built for Pathology & Diagnostics through PathScribe — and designed to extend, through ForMedrixAI Software Services, into other regulated industries including Financial Institutions, Biotech & Pharma, Insurance, and Public Sector Compliance as we grow.
1. Integrity Above Expediency
Safety, accuracy, and ethical duty come before speed, sales, or commercial pressure — in every domain we serve.
- We decline deployments where data quality, security, or compliance standards are insufficient.
- We refuse features that introduce ambiguity, confuse decision-makers, or obscure risk — regardless of client urgency.
- As we bring on customers, we commit to validating our models against real-world operational workflows and live data — not resting on synthetic benchmarks alone.
2. Radical Transparency & Human Control
AI is a precision tool built to serve human judgment — never to replace, monitor, or override it. Experts retain final authority across every workflow.
- For Clinicians & Analysts: Explainable outputs and transparent decision logic allow experts and auditors to verify exactly why the AI made a suggestion.
- For Working Teams: AI eliminates repetitive drudgery — never monitors, micromanages, or replaces human creativity and judgment.
- System Boundaries: We are fully transparent about system capabilities, performance limits, and edge cases.
3. Respect for Operational Reality
We build technology for how real organizations operate — prioritizing adoption, ergonomics, and enriching human work.
- Tools fit smoothly into existing routines without creating bottlenecks or slowing turnaround times.
- We design for seamless interoperability with the core systems our clients already run — LIS, core banking, ERPs, compliance frameworks — as we extend into each new industry.
- Our platform reduces cognitive fatigue and administrative noise, giving teams back time for complex, high-impact tasks.
4. Uncompromising Data Stewardship
Sensitive data — clinical, financial, or operational — is handled with strict security, privacy, and ethical standards.
- Data Minimization: We access and process only what is strictly necessary to perform the task.
- Global Compliance: We are building secure pipelines tailored to the regulatory standards of every market we enter, and will endeavor to meet and obtain compliance with frameworks such as HIPAA, SOC 2, and GDPR.
- Absolute Consent: No reuse, monetization, or secondary processing of client data without explicit approval.
5. Commitment to Measurable Outcomes
We focus exclusively on features and services that deliver tangible, proven value — never vanity metrics, shortcuts, or hype.
- Every major initiative must have a clear proof point tied to quality, risk reduction, efficiency, or user satisfaction before release.
- Transparent pricing and contracting — no hidden complexity or artificial lock-ins.
- We measure success through validated operational results rather than marketing claims.
Latest from ForMedrixAI
Careers & Culture at ForMedrixAI
Driven by Innovation. Powered by Collaboration.
At ForMedrixAI, we're reimagining how pathology software should work — faster, smarter, and built for the clinicians who rely on it every day. While we do not have active job openings at this moment, we're always eager to connect with exceptional engineers, clinicians, and innovators who share our mission and energy.
Positive Energy & Curiosity
We approach complex medical-software challenges with optimism, intellectual rigor, and a commitment to continuous learning. Every idea is explored, every assumption tested, and every solution built with care.
Open & Honest Communication
Transparency is core to how we operate. We value grounded, authentic collaboration — the kind that makes teams stronger and products better.
Purpose-Driven Technology
We believe software should serve a meaningful purpose beyond code. Our work supports clinicians, patients, and the broader healthcare ecosystem, and we actively champion community-focused initiatives that reflect that responsibility.
Even without open requisitions, we welcome speculative inquiries from exceptional talent. If you'd like to be considered for future opportunities as our team grows, introduce yourself below. We'd love to hear your story — and keep you in mind as ForMedrixAI continues to expand.
Introduce yourself — careers@formedrix.aiSee PathScribe in your lab.
Walk through the GYN and Non-GYN cytology workflows, configured for your lab's own specimen types, forms, and reporting requirements.
Contact@formedrix.ai