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Healthcare · head to head

Annalise.ai vs MDLive

Annalise.ai logo

Annalise.ai

Healthcare

Multi-finding chest X-ray and head CT triage AI with FDA clearance on named findings, not on the whole model

From
On request
Rated
-
Full reviewWebsite
MDLive logo

MDLive

Healthcare

On-demand telehealth and virtual doctor visits

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only MDLive has a free tier, so it costs nothing to try first.
  • Each has a real cost: Annalise.ai the United States cleared indication covers roughly ten findings for triage and notification, far fewer than the model reports, so a buyer who evaluates the full multi-finding output and then contracts in the United States gets a much narrower cleared use.; MDLive wide price ranges ($0-89, $0-179, $0-299) indicate insurance-dependent costs with minimal baseline transparency
  • They diverge on capability: Annalise.ai covers Annalise Enterprise CXR, MDLive covers Video Consultations.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Annalise.ai and MDLive actually diverge.

Attributes where Annalise.ai and MDLive differ
AttributeAnnalise.aiMDLive
Starting priceOn requestFree
Pricing modelquoteusage-based
Free tierNoYes
PlatformsWeb, Cloud, On-premiseWeb, Mobile
FoundedUnknown2002

Identical on both: user rating (Not yet rated), category (Healthcare).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Annalise.ai

  • Annalise Enterprise CXR
  • Annalise Enterprise CTB
  • Triage and notification
  • Worklist reprioritisation
  • Localisation overlays
  • Confidence output
  • PACS-native deployment
  • On-premise or cloud inference

Only in MDLive

  • Video Consultations
  • Mental Health Services
  • Psychiatry
  • Prescription Services
  • Urgent Care
  • Insurance
  • EHR Systems
  • HIPAA

What people use each for

The jobs each tool is most often brought in to do.

Annalise.ai

  • An emergency department wanting pneumothorax and intracranial haemorrhage pushed to the front of the reading queue overnight when cover is thinnestnot MDLive
  • A teleradiology provider covering many small hospitals that needs consistent triage before a human readsnot MDLive
  • A screening programme in Europe where the broader CE marked decision support indication, rather than the narrow United States triage clearance, is what is being deployednot MDLive
  • A radiology department building an AI governance programme that wants one vendor covering both chest radiograph and head CT rather than contracting two separate algorithm suppliersnot MDLive

MDLive

  • Telemedicine urgent care visitsnot Annalise.ai
  • Mental health counseling and psychiatrynot Annalise.ai
  • Dermatology consultationsnot Annalise.ai
  • Primary care wellness screeningsnot Annalise.ai

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Annalise.ai

  • The United States cleared indication covers roughly ten findings for triage and notification, far fewer than the model reports, so a buyer who evaluates the full multi-finding output and then contracts in the United States gets a much narrower cleared use.
  • Triage AI reprioritises a worklist but does not change clinical decisions on its own, so departments that do not redesign how urgent studies are picked up see no measurable improvement in time to treatment.
  • Published validation is largely reader study evidence on detection of individual findings; prospective evidence of shorter time to treatment in routine emergency care is thin.
  • The Annalise brand is being migrated under the Harrison.ai name for the critical care offering, which creates ambiguity in multi-year contracts about what product name is actually being supported.
  • A high finding count raises the alert burden, and departments report that low prevalence findings generate false positives that erode radiologist trust unless the alerting thresholds are tuned locally.

MDLive

  • Wide price ranges ($0-89, $0-179, $0-299) indicate insurance-dependent costs with minimal baseline transparency
  • Cancellation fees up to $50 for mental health appointments apply within 24 hours
  • Pricing varies substantially based on insurance coverage with no guaranteed maximum out-of-pocket

Pricing, plan by plan

Annalise.ai

On request
  • Annalise Enterprise$undefined/year
    • Priced per study analysed or as an annual volume subscription
    • CXR and CTB licensed separately
    • Cleared finding set differs by market, which changes what you are buying

MDLive

Free
  • Urgent Care$null/visit
    • $0-89 per visit with insurance
    • Immediate care access
  • Primary CareFree
    • $0 wellness screenings for eligible insurance plans
    • Upfront pricing shown before appointment
  • Mental Health Talk Therapy$null/visit
    • $0-179 initial appointments
    • $140 follow-up sessions before insurance
  • Mental Health Psychiatry$null/visit
    • $0-299 initial appointments
    • $159 follow-up sessions before insurance

Which should you pick?

Choose Annalise.ai if

  • You need annalise enterprise cxr.
  • You work on Web, Cloud, On-premise.
  • You also want annalise enterprise ctb.
Annalise.ai review

Choose MDLive if

  • You need video consultations.
  • You want to start without paying.
  • You work on Web, Mobile.
  • You also want mental health services.
MDLive review

Questions people ask

Is Annalise.ai or MDLive better?
Neither clearly leads. Annalise.ai starts at On request and MDLive at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Annalise.ai or MDLive?
MDLive has a free tier; the other does not. Paid plans start at On request for Annalise.ai and Free for MDLive.
Does Annalise.ai or MDLive run on more platforms?
Annalise.ai runs on Web, Cloud, On-premise. MDLive runs on Web, Mobile.
Can I use MDLive for free?
Yes. MDLive has a free tier, so you can try it without paying. Annalise.ai starts at On request.
What is Annalise.ai best used for?
Annalise.ai is most often used for an emergency department wanting pneumothorax and intracranial haemorrhage pushed to the front of the reading queue overnight when cover is thinnest, a teleradiology provider covering many small hospitals that needs consistent triage before a human reads, a screening programme in europe where the broader ce marked decision support indication, rather than the narrow united states triage clearance, is what is being deployed, a radiology department building an ai governance programme that wants one vendor covering both chest radiograph and head ct rather than contracting two separate algorithm suppliers. Of those, an emergency department wanting pneumothorax and intracranial haemorrhage pushed to the front of the reading queue overnight when cover is thinnest and a teleradiology provider covering many small hospitals that needs consistent triage before a human reads are not what MDLive is typically brought in for.
What can Annalise.ai do that MDLive cannot?
Annalise.ai covers Annalise Enterprise CXR, Annalise Enterprise CTB, Triage and notification, Worklist reprioritisation. MDLive covers Video Consultations, Mental Health Services, Psychiatry, Prescription Services.

Answered from the vendors’ own pages

Annalise.ai: How many findings are FDA cleared?

Around ten across chest X-ray and head CT, for triage and notification only. The model reports far more findings than that; the rest are not cleared in the United States.

MDLive: What is the cost of an urgent care visit through MD Live?

Urgent care visits cost $0-89 per visit depending on insurance coverage. Pricing is shown upfront before confirming appointment. Most major credit and debit cards accepted for uninsured patients.

Source
Annalise.ai: Is the European position different?

Yes. CE marking under the medical device regulation covers a broader decision support indication than the United States triage and notification clearances, so the same software is a different regulatory product depending on where you deploy it.

MDLive: What cancellation fees apply if I need to reschedule?

Wellness visits incur $25 cancellation fee if cancelled within 24 hours. Routine care $25 if cancelled within 2 hours. Mental health $50 if cancelled within 24 hours. Medicaid and Medicare members exempt from fees.

Source
Annalise.ai: Does it diagnose?

No. In the United States it is a triage and notification device: it flags studies for earlier review, and the radiologist makes the diagnosis.

MDLive: Are follow-up mental health sessions cheaper than initial appointments?

Talk therapy follow-ups are $140 before insurance (versus $0-179 for initial). Psychiatry follow-ups are $159 before insurance (versus $0-299 for initial). Insurance copays may apply on top of these base rates.

Source
Annalise.ai: Is Annalise.ai becoming Harrison.ai?

The critical care offering is now marketed under the Harrison.ai name. Ask the vendor to name the contracted product explicitly before signing a multi-year deal.

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