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Healthcare · head to head

Annalise.ai vs Included Health

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
Included Health logo

Included Health

Healthcare

Care navigation and virtual care in one contract for self funded employers and health plans

From
On request
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.; Included Health owning both the navigation recommendations and the virtual care delivery creates a structural incentive to steer members to the vendor own clinicians, and an employer should require disclosure and measurement of how often that happens.
  • They diverge on capability: Annalise.ai covers Annalise Enterprise CXR, Included Health covers Care navigation.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Annalise.ai and Included Health actually diverge.

Attributes where Annalise.ai and Included Health differ
AttributeAnnalise.aiIncluded Health
PlatformsWeb, Cloud, On-premiseWeb, iOS, Android

Identical on both: starting price (On request), pricing model (quote), 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 Included Health

  • Care navigation
  • Provider quality steerage
  • Expert medical opinion
  • Virtual primary care
  • Virtual behavioural health
  • Virtual urgent care
  • Benefits integration
  • Employer reporting

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

Included Health

  • A large self funded employer whose members cannot tell which specialist to see and who currently absorbs the cost of poor referral decisionsnot Annalise.ai
  • An employer that has bought several point solutions and needs one front door that routes members to the ones already paid fornot Annalise.ai
  • A self funded plan wanting expert second opinions before high cost elective surgery, where a changed recommendation pays for the programmenot Annalise.ai
  • An employer replacing separate navigation and telehealth vendors with one contract and one member experiencenot 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.

Included Health

  • Owning both the navigation recommendations and the virtual care delivery creates a structural incentive to steer members to the vendor own clinicians, and an employer should require disclosure and measurement of how often that happens.
  • Pricing is per employee per month across the whole eligible population, so a plan with low navigation engagement pays for everyone to serve the minority who call.
  • Savings claims rest on avoided costs and changed referral decisions, which are counterfactual by nature, so performance guarantees need very careful definition or they measure activity rather than money.
  • The company is a merger of three organisations with different origins, and members and benefits teams still encounter seams between navigation, virtual primary care and behavioural health that the single brand implies are absent.
  • It sells primarily to large self funded employers, so mid market employers and fully insured plans find both the pricing and the implementation effort disproportionate to their size.

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

Included Health

On request
  • Included Health$undefined/year
    • Per employee per month across the eligible population, quoted not published
    • Navigation and virtual care modules priced separately or bundled
    • Some components offered with performance guarantees tied to measured savings

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 Included Health if

  • You need care navigation.
  • You work on Web, iOS, Android.
  • You also want provider quality steerage.
Included Health review

Questions people ask

Is Annalise.ai or Included Health better?
Neither clearly leads. Annalise.ai starts at On request and Included Health at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Annalise.ai or Included Health?
Annalise.ai starts at On request and Included Health at On request.
Does Annalise.ai or Included Health run on more platforms?
Annalise.ai runs on Web, Cloud, On-premise. Included Health 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 Included Health is typically brought in for.
What can Annalise.ai do that Included Health cannot?
Annalise.ai covers Annalise Enterprise CXR, Annalise Enterprise CTB, Triage and notification, Worklist reprioritisation. Included Health covers Care navigation, Provider quality steerage, Expert medical opinion, Virtual primary care.

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.

Included Health: What exactly is Included Health?

The combination of Grand Rounds Health navigation, Doctor On Demand virtual care and the original Included Health concierge service, operating under one brand since late 2021.

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.

Included Health: Who pays for it?

The self funded employer or the health plan pays a per employee per month fee. Virtual care visits may also carry member cost sharing depending on plan design.

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.

Included Health: Is there a minimum size?

No published minimum, but it sells primarily to large self funded employers and the pricing and implementation effort do not suit small organisations.

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.

Included Health: How does it recommend providers?

Through data driven quality analysis rather than a plain directory. Ask specifically how those recommendations are produced and how often they resolve to the company own virtual clinicians.

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