Elaborate vs Switchboard, MD (2026)
Both sell the inbox as infrastructure rather than as a drafting assistant, and they draw the boundary in different places. Switchboard works the whole inbound surface, portal messages, live calls, voicemail, fax, text, email and web forms, triaging, routing and resolving across all of it, with peer reviewed evidence, named customers, SOC 2 Type 2 with the type stated and a genuine on premise option. Elaborate is narrower and concentrates on results delivery, which is the workflow where patient anxiety and clinician time collide most expensively. If your organisation's problem is that patient messages arrive through seven channels and none of them talk to each other, Switchboard is built for exactly that and has the stronger assurance position. If results are the specific bottleneck and calls are already handled, buying the whole surface is more platform than you need.
- It works every channel the patient actually uses, portal messages, live calls, voicemail, fax, text, email and web forms, rather than only the portal inbox, which is where most of the volume genuinely sits.
- Peer reviewed evidence plus named customers, a combination almost nothing in this segment offers, and it names the organisations rather than describing them.
- It offers on premise deployment as a real alternative rather than a talking point, and is certified to SOC 2 Type 2 with the type stated, which no competitor here matches.
- It sells inbox infrastructure to health systems and physician groups with results delivery as the centre of gravity, which is the specific workflow where patient anxiety and clinician time collide hardest.
- The positioning is narrower and more opinionated than a general triage layer, which suits an organisation whose problem is results and the messages results generate.
- For a group that already has call handling solved, buying only the results layer avoids paying for channels it does not need.
This comparison is published by AI Health Index, an independent research platform that compares healthcare AI vendors objectively. Elaborate and Switchboard, MD are each graded against the same capability taxonomy, from each vendor's own public materials and the regulatory record, under the AI Health Index verification standard. No vendor pays for placement, and no vendor has reviewed this page. How this evidence is graded
Plain facts
| Fact | Elaborate | Switchboard, MD |
|---|---|---|
| Primary category | Clinical Inbox & Messaging AI | Clinical Inbox & Messaging AI |
| Founded | 2021 | 2022 |
| Headquarters | New York, New York | Atlanta, Georgia, United States |
| Website | elaborate.com | switchboardmd.com |
Side by Side
Each record in one paragraph
Written to be quoted whole. Each paragraph states what the AI Health Index verified about the vendor, with the caveats attached. Generated from this pair’s live capability grades, so it moves when a grade moves.
The AI Health Index awards Elaborate its top capability grade on EHR and Interoperability Depth and Setting and Specialty Coverage. Set against Switchboard, MD, Elaborate grades higher on EHR and Interoperability Depth, Commercial Transparency and Setting and Specialty Coverage. Grades reflect evidence the AI Health Index could verify at the last review, so a low grade records disclosure the vendor has not published rather than a capability it has been shown to lack.
Source: AI Health Index, August 2026
The AI Health Index awards Switchboard, MD its top capability grade on AI Centrality. Set against Elaborate, Switchboard, MD grades higher on AI Centrality, AI Liability and Recourse and Deployment Model and Data Residency. Its thinnest published disclosure sits on Commercial Transparency. Grades reflect evidence the AI Health Index could verify at the last review, so a low grade records disclosure the vendor has not published rather than a capability it has been shown to lack.
Source: AI Health Index, August 2026
Questions buyers ask
Should we choose Elaborate or Switchboard, MD?
On the axes where the AI Health Index separates them, Elaborate grades higher on EHR and Interoperability Depth, Commercial Transparency and Setting and Specialty Coverage, and Switchboard, MD grades higher on AI Centrality, AI Liability and Recourse and Deployment Model and Data Residency. Neither leads on the greater share of scored axes, so the decision turns on which constraint is binding rather than on an overall winner.
Where do Elaborate and Switchboard, MD differ most?
The widest separation the AI Health Index records between Elaborate and Switchboard, MD is on EHR and Interoperability Depth, where Elaborate grades A and Switchboard, MD grades B. That axis sits in the Integration and Deployment group, so it should carry the most weight for a buyer whose binding constraint is how the product lands in the stack already in place.
Where do Elaborate and Switchboard, MD grade the same?
The AI Health Index grades Elaborate and Switchboard, MD the same on several axes, including Autonomy and Oversight Model, Model and Technology Transparency and Model Supply Chain Disclosure. Neither holds an advantage the index can evidence on those axes, so they should not carry weight in a selection between these two.
What have Elaborate and Switchboard, MD not disclosed?
At the last review, at least one of Elaborate and Switchboard, MD published thin or absent detail on Commercial Transparency. The AI Health Index treats an absent disclosure as a gap in the public record rather than a failure of the product, so these are the axes to get in writing during diligence instead of inferring from the grade.
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the Clinical Inbox & Messaging AI page.
Switchboard publishes no pricing, pricing mechanism or basis of charge, and its funding position is the more pressing gap for a buyer taking on a communication layer that would be painful to remove. Neither vendor publishes subgroup or performance variation analysis, which matters because triage quality varies with how a patient writes, and patients with lower health literacy or writing in a second language are the ones most likely to be misrouted. Peer reviewed evidence on one side covers specific workflows rather than the whole platform, so ask which claims the published work actually supports.