Collectly vs TailorMed (2026)
Two products aimed at the same patient balance from opposite directions. Collectly works collections, applying communication and payment behaviour to recover what patients owe, which is where a growing share of provider revenue now sits. TailorMed works affordability, identifying financially at risk patients and matching them to assistance programmes so the balance shrinks before anyone chases it. Both are legitimate and an organisation can run both, but it should decide deliberately which patients go where, because the same person can enter either workflow and the order changes the outcome. Neither publishes performance across patient populations, which matters most here: outreach that works less well for some groups lands hardest on the people least able to pay.
- It works patient responsibility as a collections and communication problem, with the buyer being the provider and the outcome being cash recovered.
- Behaviour rather than eligibility is the target, which is the right framing for balances patients can technically pay but do not.
- For an organisation measuring itself on days in accounts receivable, this is aimed directly at that metric.
- It identifies financially at risk patients and matches them against a large network of assistance programmes, so the outcome is the patient being able to afford care.
- The incentive is aligned with the patient completing therapy affordably rather than with a balance being recovered from someone who cannot pay it.
- Financial navigation reaches across therapies and payers rather than following a single balance.
This comparison is published by AI Health Index, an independent research platform that compares healthcare AI vendors objectively. Collectly and TailorMed 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 | Collectly | TailorMed |
|---|---|---|
| Primary category | RCM & Prior Auth AI | Healthcare Administrative Automation |
| Founded | Not recorded | 2016 |
| Headquarters | Santa Monica, California | New York, New York, United States |
| Website | collectly.co | tailormed.com |
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 Collectly its top capability grade on Security Certifications and Trust Center, EHR and Interoperability Depth and Setting and Specialty Coverage. Set against TailorMed, Collectly grades higher on several axes, including AI Centrality, Model Supply Chain Disclosure 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, August 2026
The AI Health Index records no top capability grade for TailorMed on any axis it scores. Set against Collectly, TailorMed does not grade higher on any scored axis, though the two are level on several axes, including Autonomy and Oversight Model, Model and Technology Transparency and AI Safety and PHI Stewardship. Its thinnest published disclosure sits on Model Supply Chain Disclosure and 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, August 2026
Questions buyers ask
Should we choose Collectly or TailorMed?
The AI Health Index grades Collectly higher than TailorMed on every axis that separates them, several axes, including AI Centrality, Model Supply Chain Disclosure and Clinical and Operational Evidence. TailorMed does not grade higher on any scored axis.
Where do Collectly and TailorMed differ most?
The widest separation the AI Health Index records between Collectly and TailorMed is on AI Centrality, where Collectly grades B and TailorMed grades C. That axis sits in the AI Capability group, so it should carry the most weight for a buyer whose binding constraint is how much of the work the model itself is trusted to do.
Where do Collectly and TailorMed grade the same?
The AI Health Index grades Collectly and TailorMed the same on several axes, including Autonomy and Oversight Model, Model and Technology Transparency 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 Collectly and TailorMed not disclosed?
At the last review, at least one of Collectly and TailorMed published thin or absent detail on Model Supply Chain Disclosure and 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 RCM & Prior Auth AI page.
These look adjacent and point in different directions, which is the substance of the comparison: one recovers what a patient owes and the other reduces what they owe. An organisation running both should be clear about which patients are routed where, because the same patient can appear in both workflows and the sequence matters.
Neither vendor publishes a subgroup analysis, and in this area that gap is consequential: collections outreach that performs unevenly falls hardest on the patients least able to absorb a balance. Neither publishes pricing, and collections is often priced on recovered cash.