Based only on the facts in our directory. The right pick still depends on the job you need done.
Lower starting price
Not comparable
Not comparable: CARPL.ai does not list a price
Free plan
Tie
Neither has one
Higher rating
Tie
4.2 against 4.2
Same job?
Yes
Both are Healthcare AI tools
Side by side
Compared on
CARPL.ai
Luminai
Our rating
4.2
4.2
Starts at
Not listed
Not listed
Free plan
No
No
Category
Healthcare AI
Healthcare AI
Plans
See pricing
See pricing
Key features
Marketplace access to 275+ third-party radiology AI applications
Universal AI viewer that standardizes output across vendors
On-premises testing of algorithms against a hospital's own data before deployment
Vendor-neutral structure covering 100+ AI vendors
FDA-cleared platform status
Extraction of structured data from faxes, PDFs, and clinical chart notes
End-to-end workflow automation spanning multiple disconnected hospital systems
Operational agent orchestration across administrative teams
Continuous process intelligence that improves workflows over time
Focus on healthcare-specific handoffs rather than general business automation
Pros
Vendor-neutral marketplace avoids locking a hospital into one AI vendor's roadmap
Lets radiology departments validate an algorithm on their own data before paying for full deployment
FDA clearance adds regulatory credibility uncommon among radiology AI marketplaces
Raised $38M Series B in 2026 from Peak XV Partners, General Catalyst, and Y Combinator, on top of $60M total
Targets a well-documented, higher-priced problem (unstructured healthcare admin data) rather than a generic automation pitch
Backing from Y Combinator and General Catalyst signals credible enterprise healthcare traction
Cons
No published pricing, enterprise sales process required to get a quote
Built for institutional buyers, not useful for an individual radiologist or small clinic
Value depends on the quality of third-party algorithms in the marketplace, which CARPL does not itself build
No public pricing, deals are fully custom and enterprise-scale
Built for large health systems, not useful for small clinics or independent practices
Healthcare data automation requires compliance work (HIPAA, integration security) that extends implementation timelines
Company
CARPL.ai, founded 2021
Luminai, founded 2019
Prices come from each vendor's pricing page, last checked 20260803. Check the vendor before you buy.
FAQ
Questions people ask
Is CARPL.ai better than Luminai?
In our reviews CARPL.ai scores 4.2 and Luminai scores 4.2. The better pick depends on the job. CARPL.ai: A vendor-neutral marketplace where radiologists test and deploy third-party AI algorithms against their own imaging data behind their own firewall. Luminai: Operational AI agent platform that automates administrative workflows buried in fax, PDF, and chart-note data across health systems.
CARPL.ai
Luminai
