The short version: Evidently and Adentris both read the patient record, but for different purposes. Evidently is a clinical data intelligence platform that reads the entire record alongside a medical knowledge graph and surfaces insight, including an EHR-embedded assistant clinicians can ask questions of. Adentris is a revenue integrity and documentation compliance layer purpose-built for behavioral health and SUD that reviews the note before the claim is submitted, with rules like ASAM level of care and 42 CFR Part 2 and an appeals and denials module, running on any EHR. If your problem is clinical insight at the point of care, Evidently is built for that. If your problem is behavioral health denials, that is where Adentris focuses.
Both read the chart, but for different ends, so the comparison is about what you need done. Here is an honest comparison.
What Adentris does
Adentris is an AI platform for revenue integrity and documentation compliance built specifically for behavioral health and SUD programs. It works on top of the EHR you already run, connecting through an API or HL7 where one exists (for example Alleva, Pimsy, Kipu, Epic, or Athenahealth) and through a secure web agent where it does not, so there is no migration. It reviews notes in real time and flags the elements that get behavioral health claims denied before the claim is submitted: medical necessity, ASAM level-of-care justification, treatment plan updates, group therapy attendance, service units, signature timing, and 42 CFR Part 2 consent. When something is missing, it drafts the correction for the clinician to accept, and it pairs documentation review with an appeals and denials module. Adentris is HIPAA compliant and SOC 2 certified, with 42 CFR Part 2 controls and BAAs in place.
What Evidently does
Evidently is a clinical data intelligence platform that reads the entire patient record and combines it with a medical knowledge graph to surface relevant insight for clinicians, including an EHR-embedded assistant that answers questions about the record. It is distinct from the unrelated open-source Evidently AI monitoring tool. For health systems that want clinical intelligence and record-wide context at the point of care, Evidently is a capable option.
Adentris vs Evidently at a glance
| Adentris | Evidently | |
|---|---|---|
| Best for | BH and SUD programs focused on denials and compliance | Health systems wanting clinical intelligence |
| Primary job | Catch and fix denial-driving gaps before the claim is submitted | Read the whole record and surface clinical insight |
| Review timing | Real time, before the claim is submitted | At the point of care, on demand |
| Is it a scribe? | No, it reviews the note, however it was written | No, it is a clinical intelligence platform |
| SUD depth | ASAM level of care and 42 CFR Part 2 built in | General clinical focus |
| EHR fit | Any EHR via API, HL7, or a secure web agent (no migration) | EHR-embedded |
| Compliance focus | Payer claim denials and revenue integrity | Clinical insight, not billing compliance |
| Denials | Paired appeals and denials module | Not a claims or denials tool |
Capabilities change quickly in this market, so confirm current details with each vendor before you decide.
Which should you choose?
Evidently is built to give clinicians record-wide clinical intelligence in the moment. Adentris is built to protect behavioral health and SUD revenue: making sure the documentation supports the claim before it is submitted. It flags a missing medical necessity statement, an unjustified ASAM level of care, or a missing 42 CFR Part 2 consent, drafts the correction, and pairs review with an appeals and denials module, running on any EHR through a secure web agent. The two solve different problems, and a program focused on denials will want the revenue-integrity job that Adentris does.
- Choose Evidently if you want record-wide clinical intelligence and an assistant that answers questions about the patient record at the point of care.
- Choose Adentris if your problem is denied behavioral health or SUD claims, and you want documentation reviewed against the specialty rules that drive denials, with drafted fixes and appeals, on any EHR.
Adentris as an Evidently alternative for revenue integrity
Evidently and Adentris are not really alternatives; they do different jobs. If what you need is fewer denied claims rather than clinical intelligence, that is where Adentris fits: it reviews behavioral health and SUD documentation against payer and regulatory denial criteria, drafts the correction before submission, and pairs it with an appeals and denials workflow, running on any EHR through an API, HL7, or a secure web agent. A health system could use Evidently for clinical insight and Adentris for behavioral health revenue integrity.
How Adentris helps
For behavioral health and SUD organizations, the biggest revenue leak is documentation, and it is specific: medical necessity that was never shown, missing ASAM justification, a Part 2 consent that was not captured. Adentris reviews every chart in real time inside your existing EHR and flags exactly those gaps before the claim is filed, then drafts the fix, and it pairs that with an appeals and denials module so compliance and revenue integrity live in one place. In practice that means fewer denied claims, less audit exposure, and far less time spent reworking documentation after a payer pushes back. Adentris is HIPAA compliant and SOC 2 certified, with 42 CFR Part 2 controls and BAAs in place. To see it on your own charts, book a 30-minute call with our team.
The bottom line
Evidently gives clinicians record-wide insight; Adentris makes sure behavioral health and SUD documentation gets paid. They solve different problems, and for denials, Adentris is the purpose-built choice, on any EHR.
Related reading
- AI chart review tools for behavioral health
- Best behavioral health documentation compliance software
- Behavioral health payer audit readiness solutions
Frequently asked questions
What is the difference between Adentris and Evidently?
Evidently is a clinical data intelligence platform that reads the entire patient record with a medical knowledge graph and surfaces insight, including an EHR-embedded assistant; it is not the open-source Evidently AI monitoring tool. Adentris is a revenue integrity and documentation compliance layer purpose-built for behavioral health and SUD, with ASAM and 42 CFR Part 2 rules and an appeals module. Evidently surfaces insight; Adentris makes sure the claim gets paid.
Can Adentris and Evidently be used together?
Yes. They solve different halves of the problem, so a program can use Evidently to surface clinical insight from the record and Adentris to verify the documentation supports the claim and to handle appeals. Adentris reviews the note however it was written, so it fits alongside Evidently.
Is Adentris a good alternative to Evidently?
For programs whose problem is denials and audit exposure rather than clinical intelligence at the point of care, yes. Adentris focuses on catching and correcting the behavioral health and SUD gaps that drive denials before submission, with ASAM and 42 CFR Part 2 built in and an appeals and denials module, and it runs on any EHR without a migration.
Which is better for a substance use disorder program?
For SUD, the claims that get denied usually turn on ASAM level of care, medical necessity, and 42 CFR Part 2, which Adentris is built around with real-time, pre-submission review and drafted corrections. Evidently is strong for reading the whole record and surfacing clinical insight. Programs that want SUD-specific compliance depth and denials support often lean Adentris.
About the author: Sergey Yudovskiy is the Chief Product Officer of Adentris, which builds AI for revenue integrity and documentation compliance in behavioral health and substance use disorder care.