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Healthcare · head to head

Annalise.ai vs Athenahealth

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
Athenahealth logo

Athenahealth

Healthcare

Cloud-based medical practice management

From
$140/month
Rated
-
Full reviewWebsite

The short version

  • 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.; Athenahealth high implementation costs ranging up to $50,000+ for enterprise deployments
  • They diverge on capability: Annalise.ai covers Annalise Enterprise CXR, Athenahealth covers Electronic Health Records.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

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

Attributes where Annalise.ai and Athenahealth differ
AttributeAnnalise.aiAthenahealth
Starting priceOn request$140/month
Pricing modelquoteUnknown
PlatformsWeb, Cloud, On-premiseWeb, iOS, Android
FoundedUnknown1997

Identical on both: free tier (No), 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 Athenahealth

  • Electronic Health Records
  • Medical Billing
  • Patient Engagement
  • Telehealth
  • Analytics
  • Labs
  • Pharmacies
  • Clearinghouses

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 Athenahealth
  • A teleradiology provider covering many small hospitals that needs consistent triage before a human readsnot Athenahealth
  • 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 Athenahealth
  • 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 Athenahealth

Athenahealth

  • Patient Carenot Annalise.ai
  • Medical Recordsnot Annalise.ai
  • Practice Managementnot Annalise.ai
  • Telehealthnot 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.

Athenahealth

  • High implementation costs ranging up to $50,000+ for enterprise deployments
  • Pricing tiers not transparently listed, requiring custom quotes

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

Athenahealth

$140/month

No published plan breakdown. See the Athenahealth review.

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 Athenahealth if

  • You need electronic health records.
  • You work on Web, iOS, Android.
  • You also want medical billing.
Athenahealth review

Questions people ask

Is Annalise.ai or Athenahealth better?
Neither clearly leads. Annalise.ai starts at On request and Athenahealth at $140/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Annalise.ai or Athenahealth?
Annalise.ai starts at On request and Athenahealth at $140/month.
Does Annalise.ai or Athenahealth run on more platforms?
Annalise.ai runs on Web, Cloud, On-premise. Athenahealth runs on Web, iOS, Android.
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 Athenahealth is typically brought in for.
What can Annalise.ai do that Athenahealth cannot?
Annalise.ai covers Annalise Enterprise CXR, Annalise Enterprise CTB, Triage and notification, Worklist reprioritisation. Athenahealth covers Electronic Health Records, Medical Billing, Patient Engagement, Telehealth.

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.

Athenahealth: What platforms does Athenahealth serve?

Athenahealth's athenaOne serves small to medium-sized physician practices and hospitals with integrated clinical, financial, and operational workflows.

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.

Athenahealth: What is the pricing model for athenaOne?

Athenahealth uses customized pricing with percent-based or encounter-based models. Starting price reported at $140/month with implementation costs ranging from $5,000-$20,000 for small businesses.

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.

Athenahealth: Does Athenahealth include revenue cycle management?

Yes, athenaOne includes network-driven claims scrubbing with 95%+ first-pass rates, denial management, and A/R optimization.

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.

Athenahealth: What patient engagement features does Athenahealth offer?

Athenahealth provides athenaCommunicator for patient portals, automated appointment reminders, online scheduling, telehealth integration, digital intake, and broadcast messaging.

Source
Athenahealth: How many pre-built integrations does Athenahealth have?

Athenahealth's marketplace includes over 250 pre-integrated third-party apps, allowing practices to extend functionality without custom development.

Source
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