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Healthcare · head to head

Annalise.ai vs Talkspace

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
Talkspace logo

Talkspace

Healthcare

Consumer online therapy and psychiatry app billed by subscription or insurance copay

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.; Talkspace without insurance, self-pay plans can run into the hundreds of dollars a month, materially more than many people expect from an app-based service.
  • They diverge on capability: Annalise.ai covers Annalise Enterprise CXR, Talkspace covers Messaging therapy.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

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

Attributes where Annalise.ai and Talkspace differ
AttributeAnnalise.aiTalkspace
Pricing modelquoteSubscription or insurance copay
PlatformsWeb, Cloud, On-premiseiOS, Android, Web

Identical on both: starting price (On request), 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 Talkspace

  • Messaging therapy
  • Live sessions
  • Psychiatry
  • Insurance billing
  • Therapist matching and switching
  • Teen therapy

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

Talkspace

  • Someone wanting to start therapy without waiting weeks for an in-person appointmentnot Annalise.ai
  • A person whose insurance is in-network with Talkspace, getting therapy at a standard copaynot Annalise.ai
  • Someone who prefers asynchronous messaging therapy over scheduled live sessionsnot Annalise.ai
  • A patient needing psychiatric medication management alongside or instead of talk therapynot 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.

Talkspace

  • Without insurance, self-pay plans can run into the hundreds of dollars a month, materially more than many people expect from an app-based service.
  • Psychiatry is billed as a separate service from therapy, so a user wanting both medication management and talk therapy pays two distinct charges.
  • Message-based therapy is not equivalent to weekly live sessions for every clinical need, and some conditions are better served by in-person or live-only care.
  • Therapist continuity is not guaranteed; a matched provider can leave the platform, requiring the user to rematch and rebuild rapport with someone new.
  • Cancelling a subscription plan requires navigating Talkspace's account settings or support, and complaints about difficulty cancelling or unexpected renewal charges have been documented by users.

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

Talkspace

On request
  • Messaging Therapy (self-pay)$undefined/week
    • Roughly 69 USD a week billed monthly, messaging only
    • Live session add-ons cost extra
  • Messaging Plus Sessions (self-pay)$undefined/week
    • Roughly 99 to 129 USD a week billed monthly, includes live sessions
  • Insurance plan$undefined/session
    • Cost set by the user's own insurance plan, not Talkspace, when in-network
  • Psychiatry$undefined/visit
    • Initial evaluation priced separately, commonly a few hundred dollars
    • Lower cost follow-up visits

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 Talkspace if

  • You need messaging therapy.
  • You work on iOS, Android, Web.
  • You also want live sessions.
Talkspace review

Questions people ask

Is Annalise.ai or Talkspace better?
Neither clearly leads. Annalise.ai starts at On request and Talkspace at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Annalise.ai or Talkspace?
Annalise.ai starts at On request and Talkspace at On request.
Does Annalise.ai or Talkspace run on more platforms?
Annalise.ai runs on Web, Cloud, On-premise. Talkspace runs on iOS, Android, Web.
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 Talkspace is typically brought in for.
What can Annalise.ai do that Talkspace cannot?
Annalise.ai covers Annalise Enterprise CXR, Annalise Enterprise CTB, Triage and notification, Worklist reprioritisation. Talkspace covers Messaging therapy, Live sessions, Psychiatry, Insurance billing.

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.

Talkspace: Does insurance make Talkspace cheaper?

Yes, if in-network with your plan, you generally pay your plan's standard copay rather than Talkspace's self-pay list price.

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.

Talkspace: Is psychiatry included in a therapy plan?

No, psychiatry for medication management is billed separately from therapy subscription plans.

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.

Talkspace: Can I choose my own therapist?

You are matched initially based on an intake questionnaire, but you can request a different therapist if the match is not a good fit.

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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