Comparison

CasePanel vs DAX Copilot

The honest answer first: these tools differ in what they do and in who buys them. DAX Copilot is ambient AI deployed by health systems. CasePanel is a reasoning engine one physician can start using tonight.

DAX Copilot began at Nuance and is now part of Microsoft Dragon Copilot, which brings together Dragon Medical One dictation and DAX ambient AI. It captures the clinician-patient conversation and drafts the clinical note, embedded in EHRs such as Epic, and it is purchased by healthcare organizations. CasePanel works the other side of the encounter: you upload raw chart data from any EHR, and a multi-stage pipeline with physician validation at every stage drafts the admission H&P before you see the patient. No integration, no IT approval, no enterprise contract.

What each tool is

Enterprise ambient AI

DAX Copilot (Dragon Copilot)

An AI clinical assistant from Microsoft that captures the clinician-patient conversation ambiently and turns it into a structured clinical note, surfaces information, and automates tasks such as referral letters. It serves physicians, nurses, and radiologists, is available embedded within supported EHRs such as Epic, and is deployed by healthcare organizations through Microsoft.

Reasoning engine

CasePanel

CasePanel is built for hospitalists and nocturnists. You upload raw chart data from any EHR — labs, vitals, meds, imaging, ED notes, prior encounters — and a team of named agents works it up with your validation at every stage: Casey orchestrates, The Historian drafts the history and exam, The Resident reasons through the assessment and plan, every step visible in the Agent Workroom. It produces the clinical picture, admission orders with stated rationale, a full medication reconciliation with drug-interaction and prophylaxis-gap checks, and a billing code with ready-to-sign attestation — then drafts the H&P, progress notes, I-PASS handoffs, and discharge summaries from that reasoning. One physician, one subscription, no enterprise rollout.

Side by side

Comparison row DAX Copilot CasePanel
Built for Physicians, nurses, and other clinicians at healthcare organizations that deploy it Hospitalists and nocturnists working up inpatient admissions
Core job Captures the encounter ambiently, drafts the note, surfaces information, automates tasks Builds the clinical picture from fragmented chart data — labs, vitals, meds, imaging, priors — then drafts the H&P, admission orders, medication reconciliation with drug-interaction checks, and a billing attestation, all reasoned step by step and validated by you
Ambient capture The core product: enterprise ambient capture, embedded in supported EHRs Included in beta — eight note types from SOAP to I-PASS handoff, behind a patient-consent gate; audio is not stored after transcription. The reasoning pipeline is the core product
When it works During and after the encounter Before, during, and after. The heavy lift comes before the encounter, while the patient is still in the ED queue; progress notes, I-PASS handoffs, and the discharge summary follow the stay
EHR integration Embedded within supported EHRs such as Epic; also available via web, mobile, and desktop apps None required. Works with raw chart data from any EHR — no IT tickets, no institutional approval
How it is bought By healthcare organizations, through Microsoft sales By individual physicians, self-serve
Pricing Not published. Quoted through Microsoft for healthcare organizations, per Microsoft's Dragon Copilot page (June 2026) $99/month or $999/year. Annual billing: Save $189 (2 months free)
Free trial No self-serve trial listed; access is arranged through your organization and Microsoft Free 14-day trial, no credit card required
BAA Contracted at the organization level as part of the enterprise agreement BAA included with every plan
Data handling Governed by your organization's agreement with Microsoft Encrypted in transit (TLS 1.2+) and at rest (AES-256); never used to train AI models; runs on Azure HIPAA-compliant infrastructure

When to choose DAX Copilot

Choose DAX Copilot — or rather, use it — when your health system provides it:

  • Your organization is deploying ambient documentation at scale, embedded in the EHR you already work in.
  • You want encounter capture, dictation, and task automation in one enterprise tool with organizational support and training.
  • The decision, contracting, and rollout are handled by your institution rather than by you.

For system-wide ambient documentation inside Epic, this is the category DAX Copilot was built for. CasePanel does not compete for that job: its ambient scribe is a single-physician beta, not an enterprise ambient platform, and it is not an enterprise product.

When to choose CasePanel

Choose CasePanel when you are solving your own bottleneck, on your own timeline:

  • You are one hospitalist, not a procurement committee. CasePanel is $99/month or $999/year. Annual billing: Save $189 (2 months free).
  • The problem you want solved is pre-encounter: working up admissions from fragmented chart data, at 2 AM, for patients you have never met.
  • You want more than the note: CasePanel also drafts the admission order set with stated rationale, runs a medication reconciliation with drug-interaction and prophylaxis-gap checks, and suggests the E/M level with a billing attestation drafted for your signature.
  • You want to check the work: answers about your patient carry line-numbered chart citations, and clinical recommendations cite the current guidelines and research behind them, source named and linked.
  • You cannot wait for an enterprise rollout. There is no integration and no IT approval — you upload raw chart data from any EHR and start on your next shift, with a free 14-day trial, no credit card required.

Using both

If your hospital runs DAX Copilot, it documents your encounters. CasePanel still does a job no ambient tool does: it reads the chart instead of the room, drafts the H&P before you walk in, and follows the stay through progress notes, handoffs, and the discharge summary. If you are evaluating any AI documentation tool, our piece on AI medical scribe accuracy covers what to check before you trust the output.

Related comparisons

Frequently asked questions

Do I need IT or administrative approval to use CasePanel?

No integration or institutional rollout is required. CasePanel works with raw chart data from any EHR: you upload the data, and the pipeline processes it. It runs on Azure HIPAA-compliant infrastructure, data is encrypted in transit (TLS 1.2+) and at rest (AES-256), it is never used to train AI models, and a BAA is included with every plan. As with any clinical tool, follow your group's policies on third-party software.

Is CasePanel a replacement for DAX Copilot?

No. DAX Copilot captures the clinician-patient conversation and drafts the note from it. CasePanel works from the chart instead: it builds the clinical picture from raw chart data before you see the patient — through a multi-stage pipeline with physician validation at every stage — and drafts the H&P, admission orders, and medication reconciliation. An ambient scribe is included in beta, but the reasoning pipeline is the core product. One documents the visit; the other prepares you for it.

My hospital already has DAX Copilot. Would CasePanel add anything?

It addresses a different part of the shift. An ambient assistant documents your encounters. CasePanel does its heavy lift pre-encounter — getting up to speed on a new admission from labs, vitals, meds, imaging, ED notes, and prior encounters, and drafting the H&P before you walk in — and then follows the stay through progress notes, handoffs, and the discharge summary. The two can coexist.

Is DAX Copilot the same thing as Microsoft Dragon Copilot?

In March 2025, Microsoft announced Dragon Copilot, which brings together the voice dictation capabilities of Dragon Medical One and the ambient listening capabilities of DAX. The DAX Copilot product line is now part of that offering, sold to healthcare organizations through Microsoft.