Andros vs Medallion (2026)
The two full service accredited CVOs in the group, separated by accreditation depth against AI and breadth. Andros holds the rarer credential, dual NCQA and full URAC accreditation that fewer than 25 organisations carry, and reaches further up the funnel into recruitment and contracting, making it a network development partner rather than a credentialing operation alone. Medallion is the stronger AI and oversight story: it is the only vendor here graded B on AI centrality, its agents do the credentialing work with specialists reviewing critical stages before anything advances, which is the best oversight architecture in the group, and its lifecycle coverage is the broadest. Both leave the actual credentialing decision with a human committee. If your failure mode is accreditation rigour and network building, start with Andros. If your failure mode is AI driven throughput with structural review and performance guarantees, start with Medallion.
- The deepest accreditation in the category: dual NCQA and full three year URAC CVO accreditation, a combination Andros states fewer than 25 organisations hold, where Medallion holds NCQA certification alone.
- Network development beyond credentialing: recruitment and contracting as well as verification and monitoring across an eight million provider repository, positioning it as a network partner rather than a credentialing operation only.
- Data gathering autonomy stated concretely: two of three applications reported to complete with no direct provider input.
- The strongest AI posture in the group, graded B on AI centrality where Andros grades C: Medallion's AI agents do the credentialing work, honestly labelled as a hybrid where specialists step in on exceptions rather than an overstated autonomy claim.
- Oversight designed as structure, graded A on autonomy: experts review critical stages before work advances and continuously train the AI agents, making review a feedback mechanism, and the lifecycle coverage is the broadest in the group, graded A on setting.
- A commercial term that shifts risk: performance backed guarantees on credentialing operations, plus a reported 250,000 administrative hours saved across named customers.
This comparison is published by AI Health Index, an independent research platform that compares healthcare AI vendors objectively. Andros and Medallion are each graded against the same capability taxonomy, from each vendor's own public materials and the regulatory record, under the AI Health Index verification standard. No vendor pays for placement, and no vendor has reviewed this page. How this evidence is graded
Plain facts
| Fact | Andros | Medallion |
|---|---|---|
| Primary category | Healthcare Administrative Automation | Healthcare Administrative Automation |
| Founded | 2013 | 2020 |
| Headquarters | New York, New York, United States | San Francisco, California, United States |
| Website | andros.co | medallion.co |
Side by Side
Each record in one paragraph
Written to be quoted whole. Each paragraph states what the AI Health Index verified about the vendor, with the caveats attached. Generated from this pair’s live capability grades, so it moves when a grade moves.
The AI Health Index awards Andros its top capability grade on FDA and Regulatory Status. Set against Medallion, Andros grades higher on Security Certifications and Trust Center and FDA and Regulatory Status. Its thinnest published disclosure sits on AI Liability and Recourse. Grades reflect evidence the AI Health Index could verify at the last review, so a low grade records disclosure the vendor has not published rather than a capability it has been shown to lack.
Source: AI Health Index, July 2026
The AI Health Index awards Medallion its top capability grade on Autonomy and Oversight Model and Setting and Specialty Coverage. Set against Andros, Medallion grades higher on several axes, including AI Centrality, Autonomy and Oversight Model and Clinical and Operational Evidence. Its thinnest published disclosure sits on AI Liability and Recourse. Grades reflect evidence the AI Health Index could verify at the last review, so a low grade records disclosure the vendor has not published rather than a capability it has been shown to lack.
Source: AI Health Index, July 2026
Questions buyers ask
Should we choose Andros or Medallion?
On the axes where the AI Health Index separates them, Andros grades higher on Security Certifications and Trust Center and FDA and Regulatory Status, and Medallion grades higher on several axes, including AI Centrality, Autonomy and Oversight Model and Clinical and Operational Evidence. Medallion leads on the greater share of scored axes, but the split means the decision turns on which constraint is binding rather than on an overall winner.
Where do Andros and Medallion differ most?
The widest separation the AI Health Index records between Andros and Medallion is on Security Certifications and Trust Center, where Andros grades B and Medallion grades C. That axis sits in the Regulatory and Compliance group, so it should carry the most weight for a buyer whose binding constraint is where regulatory exposure sits and who carries it.
Where do Andros and Medallion grade the same?
The AI Health Index grades Andros and Medallion the same on several axes, including Model and Technology Transparency, Model Supply Chain Disclosure and AI Safety and PHI Stewardship. Neither holds an advantage the index can evidence on those axes, so they should not carry weight in a selection between these two.
What have Andros and Medallion not disclosed?
At the last review, at least one of Andros and Medallion published thin or absent detail on AI Liability and Recourse. The AI Health Index treats an absent disclosure as a gap in the public record rather than a failure of the product, so these are the axes to get in writing during diligence instead of inferring from the grade.
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the Healthcare Administrative Automation page.
This is the closest pair in the group, since both are accredited CVOs delivering credentialing with a services layer to overlapping buyers. The tradeoff is accreditation depth against AI and breadth. Andros holds the rarer dual accreditation and adds network recruitment and contracting; Medallion grades higher on AI centrality, the only B in the group, on autonomy, where its review at critical stages is the strongest oversight architecture here, and on setting coverage.
Both keep credentialing decisions with human committees. Evidence is vendor reported on both sides, though Medallion's performance backed guarantees are a rare risk shifting term and Andros's dual accreditation is genuine third party process validation. Neither publishes pricing, and both blend software with services, so a buyer should establish what is licensed versus delivered by the vendor's team, since that determines whether cost scales with volume or headcount.