314e Dexit vs Sample Healthcare (2026)
Two document processing platforms with different amounts of history behind them. Dexit comes from a healthcare IT company that has been implementing in this market since 2004, which matters more in document automation than in most categories because the work is unglamorous integration against systems that were never designed to cooperate. Sample Healthcare spans a wider administrative range, patient intake through insurance appeals, and is unusually candid that full automation is the endpoint rather than pretending human review is permanent. That candour is worth something and it also tells you what to ask about oversight. Neither publishes a named customer, an accuracy figure or a touchless completion rate, and Sample's security wording describes a feature rather than a certification it holds.
- It comes from a healthcare IT company operating since 2004, so implementation experience and health system relationships already exist rather than being built on your project.
- Intelligent document processing is treated as a general capability across the organisation, which suits a buyer with several document problems rather than one.
- For an organisation that wants one document layer instead of a tool per workflow, the broader scope avoids a second procurement later.
- It spans the administrative range from patient intake through insurance appeals in one reasoning system, deployed as copilots alongside record and revenue cycle systems.
- It states its autonomy trajectory openly, naming full automation as the endpoint rather than implying human review is permanent, which is candour worth crediting even where it raises questions.
- Versioned lineage and end to end visibility are real infrastructure properties for an audit trail across document workflows.
This comparison is published by AI Health Index, an independent research platform that compares healthcare AI vendors objectively. 314e Dexit and Sample Healthcare 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 | 314e Dexit | Sample Healthcare |
|---|---|---|
| Primary category | Healthcare Administrative Automation | Healthcare Administrative Automation |
| Founded | 2004 | Not recorded |
| Headquarters | Yardley, Pennsylvania | Not recorded |
| Website | 314e.com | samplehc.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 314e Dexit its top capability grade on AI Centrality. Set against Sample Healthcare, 314e Dexit grades higher on several axes, including Model and Technology Transparency, Model Supply Chain Disclosure and AI Safety and PHI Stewardship. 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 Sample Healthcare its top capability grade on AI Centrality. Set against 314e Dexit, Sample Healthcare grades higher on FDA and Regulatory Status. 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 314e Dexit or Sample Healthcare?
On the axes where the AI Health Index separates them, 314e Dexit grades higher on several axes, including Model and Technology Transparency, Model Supply Chain Disclosure and AI Safety and PHI Stewardship, and Sample Healthcare grades higher on FDA and Regulatory Status. 314e Dexit leads on the greater share of scored axes, but the split means the decision turns on which constraint is binding rather than on an overall winner.
Where do 314e Dexit and Sample Healthcare differ most?
The widest separation the AI Health Index records between 314e Dexit and Sample Healthcare is on Model and Technology Transparency, where 314e Dexit grades B and Sample Healthcare grades C. That axis sits in the AI Capability group, so it should carry the most weight for a buyer whose binding constraint is how much of the work the model itself is trusted to do.
Where do 314e Dexit and Sample Healthcare grade the same?
The AI Health Index grades 314e Dexit and Sample Healthcare the same on several axes, including AI Centrality, Autonomy and Oversight Model and Clinical and Operational Evidence. Neither holds an advantage the index can evidence on those axes, so they should not carry weight in a selection between these two.
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the Healthcare Administrative Automation page.
Read the security language on both carefully. Sample Healthcare says its audit trails satisfy record keeping expectations associated with an attestation, which is a claim about a feature rather than a certification the company holds, and it references health privacy only in a narrow audit context. Neither vendor publishes a named customer with a verifiable outcome, an accuracy figure or an evaluation methodology. Neither publishes a retention position, a training use statement or pricing. For document automation the honest measure is the touchless rate against the vendor's own exception queue, which neither publishes.