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Healthcare · head to head

Aidoc vs Quantum Health

Aidoc logo

Aidoc

Healthcare

FDA cleared radiology AI for triage and notification of time critical findings

From
On request
Rated
-
Full reviewWebsite
Quantum Health logo

Quantum Health

Healthcare

Healthcare navigation for self insured employers, delivered by pods of human care coordinators

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Aidoc the clearances are for triage and notification in the CADt category, so the software may reorder a worklist but may not deliver a diagnosis or replace a read, and business cases built on reduced radiologist workload do not survive contact with the regulatory wording.; Quantum Health nothing is published: no per employee per month rate, no implementation fee, no minimum eligible lives, so an employer cannot benchmark a Quantum quote against anything before entering a sales process.
  • They diverge on capability: Aidoc covers Triage and notification, Quantum Health covers Care coordinator pods.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Aidoc and Quantum Health actually diverge.

Attributes where Aidoc and Quantum Health differ
AttributeAidocQuantum Health

Identical on both: starting price (On request), pricing model (quote), free tier (No), platforms (Web, iOS, Android), 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 Aidoc

  • Triage and notification
  • Intracranial haemorrhage
  • Pulmonary embolism
  • Large vessel occlusion
  • Pneumothorax on X-ray
  • aiOS platform
  • Clinical workflow notifications

Only in Quantum Health

  • Care coordinator pods
  • Real time intercept
  • Provider steering
  • Claims and benefits advocacy
  • Embold Plus tier
  • Quantum Flex tier
  • Quantum Signature tier
  • Point solution routing

What people use each for

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

Aidoc

  • A regional stroke centre that wants large vessel occlusion flagged and the neurointervention team notified before the radiologist dictatesnot Quantum Health
  • A trauma centre wanting cervical spine fracture and intra abdominal free gas prioritised in an overnight queue read by one on call radiologistnot Quantum Health
  • An oncology imaging programme that wants incidental pulmonary embolism caught on staging CTs ordered for a different questionnot Quantum Health
  • A health system that has bought AI from several vendors and wants one PACS integration through aiOS rather than one integration per algorithmnot Quantum Health

Quantum Health

  • A self insured employer of a few thousand staff whose members call the carrier, get transferred repeatedly and make expensive care decisions unsupportednot Aidoc
  • An employer that has bought many point solutions and needs someone to route members into the ones already fundednot Aidoc
  • A plan wanting intervention before an elective procedure is scheduled rather than a report about it afterwardsnot Aidoc
  • An employer that wants navigation without giving the same vendor the clinical delivery contractnot Aidoc

Where each one falls short

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

Aidoc

  • The clearances are for triage and notification in the CADt category, so the software may reorder a worklist but may not deliver a diagnosis or replace a read, and business cases built on reduced radiologist workload do not survive contact with the regulatory wording.
  • Triage algorithms are tuned for sensitivity, so false positives are routine, and each one interrupts a radiologist. Sites that do not measure positive predictive value in their own case mix see clinician trust erode within months.
  • Pricing is per algorithm and per study volume with no published rate card, so the cost of a multi algorithm deployment escalates sharply and cannot be benchmarked before a sales conversation.
  • The clinical benefit accrues to stroke, trauma and cardiology service lines while the cost usually lands in the radiology or IT budget, which makes internal funding harder than the return on investment slides suggest.
  • Performance depends on scanner protocols and reconstruction settings, so results validated at one site do not transfer, and each deployment needs local validation work that is rarely budgeted for.

Quantum Health

  • Nothing is published: no per employee per month rate, no implementation fee, no minimum eligible lives, so an employer cannot benchmark a Quantum quote against anything before entering a sales process.
  • It sells to self insured employers of roughly 500 employees and up, so smaller and fully insured employers are outside the model regardless of interest.
  • Quantum navigates but does not deliver care, so it cannot close a loop with a visit of its own, and members who are steered still have to obtain an appointment through the ordinary network.
  • The pod model depends on staffing continuity, and turnover in the coordinator teams degrades exactly the consistency that the pod concept sells, which is invisible in a demonstration.
  • Savings are measured against counterfactual claims trend, so the number in the return on investment case depends heavily on the methodology chosen, and employers should insist on defining that methodology before signing rather than accepting the vendor own model.

Pricing, plan by plan

Aidoc

On request
  • Aidoc$undefined/year
    • Annual subscription priced by algorithm and by study volume
    • aiOS platform integration licensed separately from individual algorithms
    • Multi algorithm bundles negotiated for enterprise deployments

Quantum Health

On request
  • Quantum Health$undefined/year
    • Per employee per month, quoted not published
    • Three tiers: Embold Plus, Quantum Flex and Quantum Signature
    • Sold to self insured employers from roughly 500 employees upward

Which should you pick?

Choose Aidoc if

  • You need triage and notification.
  • You work on Web, iOS, Android.
  • You also want intracranial haemorrhage.
Aidoc review

Choose Quantum Health if

  • You need care coordinator pods.
  • You work on Web, iOS, Android.
  • You also want real time intercept.
Quantum Health review

Questions people ask

Is Aidoc or Quantum Health better?
Neither clearly leads. Aidoc starts at On request and Quantum Health at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Aidoc or Quantum Health?
Aidoc starts at On request and Quantum Health at On request.
Does Aidoc or Quantum Health run on more platforms?
Both run on Web, iOS, Android, so platform support will not decide this one for you.
What is Aidoc best used for?
Aidoc is most often used for a regional stroke centre that wants large vessel occlusion flagged and the neurointervention team notified before the radiologist dictates, a trauma centre wanting cervical spine fracture and intra abdominal free gas prioritised in an overnight queue read by one on call radiologist, an oncology imaging programme that wants incidental pulmonary embolism caught on staging cts ordered for a different question, a health system that has bought ai from several vendors and wants one pacs integration through aios rather than one integration per algorithm. Of those, a regional stroke centre that wants large vessel occlusion flagged and the neurointervention team notified before the radiologist dictates and a trauma centre wanting cervical spine fracture and intra abdominal free gas prioritised in an overnight queue read by one on call radiologist are not what Quantum Health is typically brought in for.
What can Aidoc do that Quantum Health cannot?
Aidoc covers Triage and notification, Intracranial haemorrhage, Pulmonary embolism, Large vessel occlusion. Quantum Health covers Care coordinator pods, Real time intercept, Provider steering, Claims and benefits advocacy.

Answered from the vendors’ own pages

Aidoc: Is Aidoc FDA cleared?

Yes, it holds multiple 510(k) clearances, but they are for computer aided triage and notification. It may prioritise a worklist and notify a team. It may not provide a diagnostic interpretation or replace a radiologist read.

Quantum Health: Is there a minimum employer size?

Quantum works with self insured employers of around 500 employees and up. It does not publish a hard minimum, but the model does not fit small or fully insured groups.

Aidoc: Does it reduce radiologist workload?

No. Every study still needs a full read. The benefit is in the order studies are read and how quickly a receiving specialty is activated, not in reading fewer studies.

Quantum Health: Does Quantum provide the medical care?

No. It navigates, coordinates and steers, but care is delivered by the network. That is the deliberate difference from vendors that own their own virtual clinicians.

Aidoc: Can I run other vendors AI through it?

Yes, that is what the aiOS platform layer is for, and for health systems with several AI vendors it is often the main reason to buy Aidoc at all.

Quantum Health: What are the tiers?

Embold Plus for carrier compatible navigation, Quantum Flex for modular capability selection, and Quantum Signature for deeper clinical, pharmacy and provider steering integration.

Aidoc: Is pricing published?

No. It is quoted per algorithm and by annual study volume, and enterprise bundles are negotiated case by case.

Quantum Health: Is pricing published?

No. No rates, implementation fees or minimum lives are disclosed. Expect a fully custom quote based on headcount, plan complexity, carrier relationships and modules.

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