CloudRaker vs. CareWay: Build vs. Buy for the AI Medical Scribe
The short version: CareWay gives clinicians a finished AI medical scribe. CloudRaker gives a product team the infrastructure to build and run one inside their own platform — which is exactly what a Canadian telehealth provider did when it moved its scribe workload onto CloudRaker, starting with a backlog of stranded scribe notes and expanding to its core patient consultations.
CareWay gives doctors a finished scribe. CloudRaker is the infrastructure underneath one.
CareWay is a well-targeted product: an AI medical scribe, built in Quebec, that listens to a consultation and generates clinical notes and form-filling. It's trusted by over 4,000 clinicians, and as a MEDFAR company it plugs directly into the MYLE EMR ecosystem clinics already use.
CloudRaker isn't trying to be that product. It's the infrastructure a team uses to build and operate scribe functionality inside their own product — for consultations, calls, claims, or any conversation- and document-heavy workflow — rather than a separate app clinicians install.
Infrastructure vs. finished product
| Decision area | CloudRaker | CareWay |
|---|---|---|
| What it is | Document + audio automation API (infrastructure) | Finished AI medical scribe (product) |
| Buyer | Product/engineering teams embedding scribe into their own platform | Clinicians and clinics buying a tool to use today |
| Build required | Yes — you build your product on top | None — install and go |
| Audio | Transcription + diarization (speaker separation) as distinct, separately-priced API steps, plus redaction and split | Consultation capture → notes, built in as one packaged flow |
| Grounded output | Grounding: every extracted value carries a page/region (or source) citation back to the transcript | Structured notes generated; source-level citation not exposed as a primitive |
| Documents | Parse, extract, redact, fill, sign, compose, agent runs | Clinical note & form generation |
| Deployment surface | Any product: telephony, call centre, patient portal, claims | In-person / virtual clinical consultations |
| EMR integration | Build to any system via one REST API | Native to MYLE / MEDFAR ecosystem |
| Data residency | Selectable region; Canadian storage; configurable retention (down to immediate destruction) | Canadian inference not typically guaranteed |
| Customization | Full — your logic, your pipelines, your product | Fixed to the scribe use case |
Different questions, not competing answers
CareWay answers "how do I get a finished AI scribe into my clinic today, with no engineering effort." That's a real, well-served need — for a solo practice or small clinic, buying a purpose-built tool beats building anything.
CloudRaker answers a different question: "I'm already running a product — a telehealth platform, a call centre, a patient portal — and I need the scribe and paperwork handled inside it, at my volume, under my data-governance rules." That's infrastructure, not an app. It doesn't compete for CareWay's individual-clinician buyer; it's built for the platform team that needs scribe capability as a component of something larger.
Where this stopped being theoretical
A leading Canadian telehealth provider is running exactly this pattern in production, replacing its existing AI medical scribe with CloudRaker.
It started as a migration problem: years of scribe notes that nobody could act on, stranded in a system that only ever handled the call itself. CloudRaker turned that backlog into structured, actionable files. From there the surface expanded from the provider's call centre into its core offering — patient consultations — with the goal of every future consult being processed through the platform: audio in, structured clinical documentation out.
Because it's infrastructure rather than a fixed product, the provider configures what gets extracted, chooses the processing region, and sets retention as low as zero, with data destroyed immediately after processing. Those are governance controls a packaged scribe doesn't expose. That last point matters in this deal specifically: Canadian inference and processing isn't something CareWay or most scribe vendors guarantee, and it was a first-class requirement here.
Two capabilities are worth calling out because CloudRaker exposes them as discrete, configurable building blocks rather than burying them inside a fixed flow.
- Diarization, or speaker separation, so a transcript knows which turns came from the care provider and which from the patient. It is its own selectable, separately-priced pipeline step, which is exactly how the Canadian telehealth provider asked for it to be quoted.
- Grounding attaches a citation back to the exact place in the source (page/region for documents, the corresponding span for a transcript) for every extracted value, so a clinician or reviewer can verify a note against what was actually said instead of trusting an opaque summary.
In an embedded, high-volume, regulated deployment, having diarization and grounded provenance as first-class API primitives that you compose and audit yourself is a meaningfully different proposition from a packaged scribe that produces a finished note and stops there.
Where each makes sense
Choose CareWay if you're a clinician or small practice that wants a scribe today, with no build required.
Choose CloudRaker if you're building or running your own product and need transcription, diarization, summarization, structured extraction, redaction, and case creation as embedded components, with control over processing region and data retention. That's what CloudRaker is infrastructure for, and it's already running that pattern in production for a telehealth provider at national scale.
The short version
CareWay and CloudRaker mostly aren't answering the same question. One is a finished scribe for a clinician who wants to buy something today. The other is the platform underneath a product someone else is building — and in at least one national-scale telehealth deployment, that platform is replacing the incumbent AI scribe, starting with a stranded-notes migration and expanding to every patient consultation.