DeepScribe and Glass Health both support ambient documentation, but they are built around different clinical jobs. DeepScribe now leads with an oncology-focused ambient operating system that combines documentation, pre-visit chart synthesis, coding, and supported EHR integrations (DeepScribe, SmartPrep). Glass Health combines ambient scribing with differential diagnosis, problem-based assessment and plan drafting, clinical Q&A, and supported EHR workflows (Glass Features).
The right choice depends on the center of gravity of the workflow. Oncology groups evaluating pre-visit intelligence, oncology documentation, coding, and deep EHR integration should put DeepScribe on the shortlist. Clinicians who want one self-serve product for the note and the reasoning work that follows it should start with Glass.
The decision in brief
- DeepScribe is now explicitly oncology-led. Its product combines ambient documentation with SmartPrep, oncology coding, customization, and integrations with oncology EHRs (DeepScribe, SmartPrep).
- Choose Glass when ambient scribing and structured clinical decision support need to share one workflow. Glass Health supports ambient scribing, structured differential diagnosis, assessment-and-plan drafting, clinical Q&A, and supported EHR-connected workflows on Max (Glass Features, EHR Integration).
- DeepScribe extends beyond note generation. SmartPrep synthesizes chart context before an oncology visit, its coding product recommends E/M and ICD-10 codes, and DeepScribe Assist surfaces HCC-related prompts during the encounter (SmartPrep, AI coding, DeepScribe Assist).
- Glass is easier to evaluate without a sales process. Glass publishes Lite at $0, Starter at $20 per month, Pro at $90 per month, and Max from $200 per month (Glass Pricing).
What is DeepScribe built for?
DeepScribe describes its product as ambient AI made for oncology. The system spans four related jobs:
- Document the encounter. The ambient scribe creates structured oncology notes from the clinician-patient conversation.
- Prepare for the visit. SmartPrep synthesizes documents and EHR data into a pre-visit summary tailored to a new consultation or follow-up (SmartPrep).
- Support coding. DeepScribe offers E/M recommendations, ICD-10 suggestions, and HCC-oriented documentation support (AI coding).
- Fit the oncology workflow. Customization Studio adapts note structure and formatting, while supported integrations carry patient context, notes, and coding suggestions through the EHR (Customization Studio, Epic integration).
This is materially broader than a basic ambient scribe. It is also more specialized than Glass. DeepScribe’s clearest differentiation is oncology workflow depth. Glass’s clearest differentiation is putting documentation and general clinical reasoning in one product.
At a Glance: Glass Health vs DeepScribe
| Feature | Glass Health | DeepScribe |
|---|---|---|
| Primary product emphasis | Ambient scribing plus clinical decision support | Oncology-focused ambient workflow with pre-visit intelligence and coding |
| Ambient scribing | Yes | Yes |
| Note customization | Configurable templates and specialty workflows | Customization Studio and deep note personalization |
| Pre-visit chart synthesis | Not a primary product feature | SmartPrep for oncology consultations and follow-ups |
| Coding support | Not a primary product feature | E/M, ICD-10, and HCC-oriented support |
| Point-of-care insights | Ambient insights during the encounter | DeepScribe Assist prompts for HCC documentation |
| Structured differential diagnosis | Yes | Not presented as a core DeepScribe workflow |
| Problem-based A&P drafting | Yes | Customizable documentation, not a directly comparable CDS workflow |
| Clinical Q&A workspace | Yes | DeepScribe publicly emphasizes documentation and assistive insights |
| EHR workflow | Epic, eClinicalWorks, athenahealth, and Elation on Max | Deep oncology EHR focus plus Epic integration |
| Buying motion | Self-serve plans plus sales-supported Max | Sales-led |
DeepScribe offers more oncology-specific depth around the note. Glass offers a broader reasoning workflow around the encounter.
Ambient Documentation and Customization
Both products create encounter documentation and support configurable outputs. DeepScribe’s Customization Studio is designed to match an oncologist’s note structure and learn from edits. SmartPrep can carry relevant history, imaging, pathology, labs, medications, and diagnoses into the visit workflow. In its Epic integration, DeepScribe says it can pull forward patient context and sync structured notes and coding suggestions (Epic integration).
Glass Health also supports ambient documentation, specialty workflows, and configurable outputs. The difference is what comes next. Glass treats the encounter as both a documentation problem and a clinical reasoning problem.
Where the Workflows Diverge After the Note
This is the central comparison point.
DeepScribe extends the oncology documentation workflow
DeepScribe connects documentation to the surrounding oncology workflow:
- SmartPrep organizes relevant record context before a consultation or follow-up
- AI coding recommends E/M and ICD-10 codes and supports HCC documentation
- DeepScribe Assist prompts clinicians when HCC documentation requirements may be incomplete
- EHR integration moves patient context, notes, and coding suggestions through supported systems
Those capabilities matter most when the buyer is optimizing an oncology-specific documentation and coding workflow.
Glass Health extends the encounter
Glass Health’s workflow extends the encounter into:
- structured differential diagnosis
- problem-based assessment-and-plan drafting
- clinical Q&A
- ambient clinical insights while the encounter is still happening
That is why Glass is better framed as an ambient scribe plus CDS platform rather than a documentation-centered vendor.
The practical difference
DeepScribe centers oncology documentation, preparation, coding, and EHR integration. Glass centers ambient scribing plus differential diagnosis, problem-based assessment and plan drafting, and clinical Q&A. These products overlap at documentation, then diverge.
EHR Integrations and Deployment
DeepScribe’s Epic integration supports Haiku and Canto, pulls forward patient context, and syncs structured oncology notes and coding suggestions. DeepScribe also embeds in oncology systems including OncoEMR and iKnowMed (DeepScribe, Epic integration).
Glass Health’s EHR story is narrower in count but clearer in scope for supported Max workflows: Epic, eClinicalWorks, athenahealth, and Elation, with ambient documentation plus Glass’s CDS outputs moving through clinician-reviewed workflows. Non-Epic workflows are confirmed directly with Glass during setup (EHR Integration).
So the buying question is not just "which vendor integrates?" It is:
- Do you want broader documentation-oriented EHR language and multi-EHR reach?
- Or do you want a narrower supported set that also carries Glass’s CDS workflow?
Pricing and Buying Motion
DeepScribe
DeepScribe does not publish a standard plan ladder on its product pages. Evaluation begins through its sales team.
Glass Health
Glass Health lists the pricing ladder:
| Plan | Monthly | Annual | Notes |
|---|---|---|---|
| Lite | Free | Free | Limited ambient scribing and CDS |
| Starter | $20/mo | $18/mo annual | Standard ambient scribing and CDS |
| Pro | $90/mo | $81/mo annual | Extended ambient scribing, CDS, and deep reasoning |
| Max | From $200/mo | From $180/mo annual | Maximum usage and supported EHR integration |
Practical pricing implication
DeepScribe may still be the right fit for the right specialty team, but the public pages leave more commercial detail for a sales conversation. Glass is easier to evaluate quickly because the pricing ladder is already visible.
Who Should Start with DeepScribe?
DeepScribe is the stronger starting point when:
- an oncology-specific workflow is the top priority
- the team wants deep customization
- pre-charting and coding support are central to the workflow
- the evaluation is centered on documentation operations rather than encounter-native CDS
This is most relevant for oncology organizations that want ambient documentation connected to pre-visit synthesis, coding, and oncology EHR workflows. DeepScribe also lists additional specialty support, but oncology is its current lead position.
Who Should Start with Glass Health?
Glass Health is the stronger starting point when:
- the team wants ambient scribing plus clinical reasoning in one workflow
- the physician spends meaningful time building the differential and the plan after the note
- point-of-care Q&A matters
- the buyer wants published pricing and a direct free-to-paid evaluation path
This is especially relevant when clinical reasoning support is part of the everyday workflow and the organization does not need an oncology-specific operating system.
FAQ
Is DeepScribe just a documentation tool?
No. DeepScribe combines oncology documentation with SmartPrep, coding, customization, point-of-care prompts, and supported EHR integrations. That is broader than note generation alone (SmartPrep, AI coding, DeepScribe Assist).
Does DeepScribe offer the same clinical reasoning workflow as Glass Health?
Not as a directly comparable product. DeepScribe Assist focuses on real-time prompts for HCC documentation, while Glass provides structured differential diagnosis, problem-based assessment and plan drafting, and clinical Q&A.
Does DeepScribe integrate with Epic?
Yes. DeepScribe’s official Epic page describes bi-directional Epic integration, including Haiku and Canto, plus pull-forward patient context and coding suggestions (DeepScribe Epic integration).
Does DeepScribe publish pricing?
DeepScribe does not publish a standard plan ladder on its product pages. Buyers should expect a sales-led evaluation.
Is DeepScribe a better fit for specialty and procedural practices?
Yes, especially for oncology. DeepScribe now leads with an oncology-focused product spanning documentation, SmartPrep, coding, customization, and supported EHR workflows.
When is Glass the better fit?
Glass is the better fit when the buyer wants the note plus encounter-native CDS in one workflow: ambient scribing, structured differential diagnosis, problem-based A&P drafting, clinical Q&A, and supported EHR-connected workflows.
Bottom Line
DeepScribe is an oncology-focused ambient AI platform with documentation, pre-visit intelligence, coding, customization, and EHR integration. It is the stronger starting point when those oncology-specific workflows define the purchase.
Glass Health still wins the comparison when the buying question is broader than documentation. If the clinician wants one workflow for the note, the differential, the plan, and point-of-care clinical Q&A, Glass remains the clearer fit.