withprotege.ai valid
Protege: Real World Data for AI Development
Protege is the trusted source for AI\-ready, real world data and expertise at every stage of the AI lifecycle\.
- Authority
- 46 reach 5 · trust 5 · quality 21 · freshness 15
- Tier
- listed
- llms.txt
- https://withprotege.ai/llms.txt
- Sections
- 7
- Links
- 28
- Size
- 2914 bytes
- Popularity rank
- #830395
- Country
- — Publisher location unknown; CDN address excluded
- Country evidence
- No published address evidence collected yet
- Categories
- AI and machine learning
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-25T18:02:30.196Z
- Last checked
- 2026-10-25T19:02:13.752Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T19:02:10.610Z. Cached copy · Source on withprotege.ai
# Protege: Real World Data for AI Development
> Protege is the trusted source for AI\-ready, real world data and expertise at every stage of the AI lifecycle\.
Generated by Yoast SEO v27.1.1, this is an llms.txt file, meant for consumption by LLMs.
## Pages
- [Articles](https://withprotege.ai/articles)
- [People](https://withprotege.ai/careers)
- [Contact](https://withprotege.ai/contact)
- [About](https://withprotege.ai/about)
- [Protege Media \- Terms of Service](https://withprotege.ai/media-terms-of-service)
## Posts
- [Webinar Replay: Verifying AI in Medicine — Is Healthcare AI Actually Ready for Deployment?](https://withprotege.ai/articles/blog/oct-13-webinar-verifying-ai-in-medicine-is-healthcare-ai-actually-ready-for-deployment/): Watch the replay: Isaac Kohane \(NEJM AI, Harvard Medical School\) and Protege co\-founder Engy Ziedan, moderated by Second Opinion's Christina Farr, on verification, trust, and real\-world readiness in medical AI\.
- [Protege and GrabMaps Partner to Bring Real\-World Southeast Asian Streets to Spatial and Physical AI](https://withprotege.ai/articles/news/protege-and-grabmaps-partner-to-bring-real-world-southeast-asian-streets-to-spatial-and-physical-ai/)
- [A16Z feature — The Oracle Problem: an invisible bottleneck to AI and medicine](https://withprotege.ai/articles/news/the-oracle-problem-an-invisible-bottleneck-to-ai-and-medicine/)
- [Protege in the News: Healthcare AI Needs An Independent Referee](https://withprotege.ai/articles/blog/healthcare-needs-independent-referee/)
- [Apply to Join Protege's Next Live Event in SF: The State of Training Data, AI's next bottleneck](https://withprotege.ai/articles/blog/events-sf-state-of-training-data/)
## Data Providers
- [Healthcare](https://withprotege.ai/data-provider/healthcare)
- [Spatial \& Physical](https://withprotege.ai/data-provider/spatial)
- [Other Domains](https://withprotege.ai/data-provider/other-domains)
- [Audio \& Speech](https://withprotege.ai/data-provider/audio-speech)
- [Video](https://withprotege.ai/data-provider/video)
## Model Builders
- [Healthcare Evaluations](https://withprotege.ai/model-builders/healthcare-evaluation)
- [Healthcare](https://withprotege.ai/model-builders/healthcare)
- [Spatial \& Physical](https://withprotege.ai/model-builders/spatial)
- [Audio \& Speech](https://withprotege.ai/model-builders/audio-speech)
- [Video](https://withprotege.ai/model-builders/video)
## Categories
- [News](https://withprotege.ai/category/news)
- [Blog](https://withprotege.ai/category/blog)
## Tags
- [Healthcare](https://withprotege.ai/tag/healthcare)
- [Video](https://withprotege.ai/tag/video)
- [Case Studies](https://withprotege.ai/tag/case-studies)
- [Announcements](https://withprotege.ai/tag/announcement)
- [Spatial \& Physical Intelligence](https://withprotege.ai/tag/spatial)
## Optional
- [Sitemap index](https://withprotege.ai/sitemap_index.xml)
Related sites
Category suggestions: other listed sites in AI and machine learning. These share a category. See the whole category →
| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| gofrantic.com | Frantic | interface AI and machine learning AI agents and MCP | — | 61 | ✓ | ||
| agentwebmap.com | Agent Web Map | interface AI and machine learning AI agents and MCP +1 | FR | 60 | ✓ | ✓ | |
| aiteamguide.com | AITeamGuide | documentation AI and machine learning Marketing +4 | — | 60 | ✓ | ✓ | |
| cloudflare.com | Cloudflare | interface AI and machine learning Infrastructure +1 | — | 85 | ✓ | ✓ | |
| adobe.com | Adobe Tools | transactional AI and machine learning Productivity +1 | FR | 75 | ✓ | ||
| intel.com | Intel Corporation | documentation Industry and manufacturing Consumer electronics +1 | US | 74 | ✓ | ✓ | |
| opera.com | The Opera browser overview | documentation Infrastructure AI and machine learning +2 | NL | 74 | ✓ | ||
| taboola.com | Taboola.com | documentation AI and machine learning Marketing | — | 74 | ✓ | ✓ |
Machine-readable: GET /v1/resolve?q=withprotege.ai · GET /v1/domain/withprotege.ai · this page as Accept: application/json or text/markdown · MCP lookup_domain
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