The Working Directory of Medical AI Tools
Every medical AI tool for physicians — verified, categorized, and searchable by specialty.
Physician AI Tools catalogs thousands of medical AI tools for physicians across close to a thousand companies — from ambient clinical scribes and radiology imaging AI to prior-auth automation and specialty diagnostics. Every entry is verified for HIPAA posture, BAA availability, FDA clearance, and EHR integration. Searchable by 41 specialties, 37 categories, and any EHR you use.
Evaluating medical AI software shouldn't take two weeks of research.
Physicians evaluating AI tools face three problems no existing resource solves — fragmentation across disconnected registries, signal-to-noise in generic AI directories, and compliance opacity on vendor websites.
Fragmentation.
The FDA 510(k) list covers imaging and diagnostics. Epic App Orchard covers Epic-integrated tools. KLAS rates enterprise platforms. No single source covers the full set — and none are organized the way a clinician actually thinks.
Signal-to-noise.
A search for "AI scribe" surfaces twenty vendors, half of which are consumer productivity apps relabeled for healthcare. Separating legitimate B2B clinical tools from repackaged consumer software takes hours per tool.
Compliance opacity.
You can't adopt a tool without knowing HIPAA posture, BAA availability, FDA clearance status, and EHR integration depth. Most vendor sites bury this information in a contact-sales funnel.
كيف تعمل
Physician AI Tools solves fragmentation, noise, and compliance opacity with structured data, automated verification, and a taxonomy designed for clinical workflows.
Multi-dimensional taxonomy
Every tool is indexed across four axes: 37 workflow categories × 41 physician specialties × EHR integration (Epic, Cerner, athenahealth, eClinicalWorks, DrChrono, Elation, ModMed, Kareo, and more) × country of origin.
Faceted search
Filter by text, pricing tier, HIPAA, BAA, FDA, EHR integration, sentiment rating, funding band, team size. Every combination has a stable, shareable, SEO-indexable URL.
Ask AI (Gemini-powered)
"What ambient scribes integrate with Epic and cost under $50/month?" — cited answers drawn from the verified directory. Never invents tools. Refuses clinical-recommendation queries.
Entity graph + JSON-LD schema
Each tool is a SoftwareApplication linked to a company Organization entity. Every category, specialty, and country page is a CollectionPage. Built for search engines to understand the full topology.
Head-to-head comparisons
Every meaningful pair of tools with sufficient data gets an auto-generated comparison: features, pricing, compliance, EHR integration, and a natural-language AI verdict.
Automated discovery
Daily ecosystem sweeps across FDA 510(k), Epic App Orchard, athenahealth Marketplace, Y Combinator healthcare batches, HIMSS/RSNA exhibitor lists, and Substack physician reviews — two-step human-in-the-loop verification before publishing.
Duplicate detection with FDA K-number fast-path
Gemini-powered duplicate scanner clusters similar entries. Deterministic K-number matching for FDA-cleared devices. Reviewed pairs never reappear.
Free vendor editorial review
Vendors submit at /submit/ with demo access. Hands-on review within 14 days. Approved tools earn a "Clinician Reviewed" badge. We review for clinical merit, not for payment.
Spoke-wheel SEO architecture
Cross-pages for every meaningful taxonomy combination: /specialty/cardiology/category/ambient-scribing/. Empty combinations 404. Breadcrumbs, meta descriptions, and canonicals regenerate from taxonomy automatically.
Company profiles with real signals
Product portfolio, funding stage, team-size band, founded-era, country classification, related companies, LinkedIn + Crunchbase links. Find "early-stage AI scribing companies in France" with a single filter combination.
Who uses it
Physician AI Tools is the directory clinicians, administrators, and healthcare decision-makers use to actually evaluate medical AI software.
👨⚕️ Practicing physicians
Evaluating AI tools for documentation, imaging review, decision support, or operations.
📊 Practice admins / CMIOs
Comparing enterprise platforms against HIPAA, BAA, and integration requirements.
🎓 Residents + fellows
Learning the clinical AI landscape during training.
💼 Consultants + investors
Needing a credible, structured taxonomy of medical AI companies and their positioning.
📰 Journalists + analysts
Covering medical AI — citing specific tools with verified attributes.
🏗️ Vendors
Seeking free editorial review and qualified clinician visibility.
How it compares
Physician AI Tools sits between the regulatory registers (FDA, ONC) and general tech directories (Product Hunt, G2, Crunchbase) — purpose-built for physicians evaluating tools for their practice.
| القدرة | أدوات الذكاء الاصطناعي للأطباء | FDA 510(k) List | Epic App Orchard | Generic AI Directories |
|---|---|---|---|---|
| Covers non-regulated AI tools | ✓ | ✗ | Partial | ✓ |
| Specialty-level classification | 41 specialties | ✗ | ✗ | ✗ |
| HIPAA / BAA verification | ✓ | ✗ | Implicit | Rare |
| EHR integration tagging | ✓ | ✗ | Epic only | ✗ |
| Physician-authored editorial reviews | Yes (free) | — | ✗ | Rare |
| Natural-language search with citations | ✓ | ✗ | ✗ | محدودة |
| FDA 510(k) cross-referenced | ✓ | Self | ✗ | ✗ |
| Cross-taxonomy pages (specialty × category) | ✓ | ✗ | ✗ | ✗ |
| Duplicate detection with K-number fast-path | ✓ | ✗ | ✗ | ✗ |
Browse by how you think
The directory is organized the way a clinician actually evaluates tools — by specialty, by workflow, and by EHR integration.
Workflow categories (37 across 6 parent groups)
Physician specialties (41 across 8 parent groups)
Built for directory scale
WordPress with a custom plugin architecture, edge-cached on Cloudflare, wired to a dedicated JSON-LD schema engine.
Entity graph
Every tool is a SoftwareApplication with provider link to a company Organization. Every category, specialty, and country is a CollectionPage. Homepage emits WebSite + SearchAction for in-SERP site search.
Server-side filtering
Filter combinations persist in the URL via pre_get_posts. Every facet is SEO-indexable. No client-side-only filters that Google can't crawl.
Gemini-assisted classification
Two-level hierarchical taxonomies for categories and specialties. LLM classifies each new tool; admin verifies before publish. No cat/spec drift over time.
Cloudflare Turnstile
Spam protection on vendor submissions. Edge caching with automatic purge on tool updates. Breeze page caching for WordPress.
Yoast-compatible SEO
Custom meta fallbacks and term-level SEO generation. Breadcrumbs templated from the taxonomy and regenerated on term changes.
Admin command center
One-click operations: reclassify categories, classify specialties, normalize country names, auto-merge duplicates, backfill company metadata, recount taxonomy terms.
Stop Googling AI vendors. Start in the directory.
Every filter you'd use to evaluate a medical AI tool is already a facet. Every combination you'd search is already an indexable URL. Every comparison you'd run is already an auto-generated page. Free for physicians. Free for vendors to submit.
Explore the directory →الأسئلة المتداولة
What makes Physician AI Tools different from a generic AI tools directory?
Generic directories list thousands of consumer and productivity apps with no filtering for clinical use. Physician AI Tools is purpose-built for medical AI software: every entry is indexed by medical specialty, EHR integration, HIPAA / BAA / FDA status, and is either verified through vendor review or authored from regulated data sources.
Is there a cost to physicians?
No. The directory and all search, filtering, comparison, and Ask AI features are free.
Is there a cost to vendors?
No. The editorial review program is free. Vendors submit at /submit/, provide demo access and materials, and receive a response within 5 business days and a full clinical review within 14.
How often is the directory updated?
Continuously. Automated ecosystem discovery runs daily by default. FDA list ingestion updates on schedule. Vendor submissions and user suggestions are reviewed within days. Every tool page displays a "last verified" date.
Does Physician AI Tools recommend specific tools for clinical use?
No. The platform surfaces data so physicians can make informed evaluations. The Ask AI feature includes explicit guardrails against clinical recommendations and always directs life-critical questions back to standard clinical judgment.
Who runs it?
Physician AI Tools is a GigHz product, founded by Pouyan Golshani, MD (interventional radiologist). The directory is independent of any vendor or EHR system.
How does this connect to GigHz's own tools?
GigHz's own tools (RadReport AI, CenterIQ, Pogosh, Referral Pulse, etc.) appear in the directory alongside competitors — treated on the same terms as any other tool. Directory content is independent of our product marketing.
The directory of medical AI tools for physicians.
Built by a physician. Free for clinicians. Free for vendors to submit. Indexed the way you actually evaluate tools — by specialty, workflow, compliance, and EHR.
Physician AI Tools is a directory and does not provide clinical recommendations. Tool classifications, compliance flags, and integration tags are maintained from first-party vendor submissions, FDA 510(k) records, and publicly disclosed EHR marketplace data. Always verify compliance posture directly with the vendor before adoption. A GigHz product. Built by Pouyan Golshani, MD.
تمت الكتابة والمراجعة بواسطة Pouyan Golshani, MD, Interventional Radiologist - آخر تحديث أبريل 22, 2026