314e Dexit vs Sample Healthcare (2026)
Both automate healthcare documents, one as a finished product and one as a platform you build on. Dexit is 314e's cloud fax and document processing product: a fax line, a model that classifies more than 150 document types and writes to named record systems, and a review queue for low confidence documents. Sample sells workflow automation that customers design, with customer specific models, named data connectors and full lineage, and since April 2026 it belongs to TELCOR, which also sells it to laboratories as revenue cycle automation. A hospital replacing fax servers buys Dexit. A laboratory or diagnostics company automating intake, prior authorization and appeals looks at Sample.
- A finished product: cloud fax, classification, extraction and filing to named record systems with no workflow to design.
- A business associate agreement is standard, and data storage is committed to the United States.
- The company's own model is self hosted, so documents do not go to an outside model provider.
- Workflows are designed per customer, with models fine tuned for that customer and versioned lineage behind every value.
- Named connectors to Kno2, Careviso, Glidian, Snowflake, Databricks and Salesforce.
- A named, dated customer case (prior authorization at Adaptive Biotechnologies) and an owner, TELCOR, selling it into laboratory revenue cycle work.
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
Select any grade to read the note behind it.
Each vendor in one paragraph
Written to be quoted whole. Each paragraph opens the AI Health Index profile of the vendor: what the product is, who buys it and what it does.
Dexit is 314e Corporation's HIPAA cloud fax and intelligent document processing product for hospitals, RCM companies and physician practices. It replaces on-premise fax servers with virtual and ported numbers, then passes each inbound fax, email or scan through DextractLM, the company's own model for healthcare documents, which classifies more than 150 document types, extracts patient, payer and date fields, matches the patient, routes the document and writes structured data to the record system.
Source: AI Health Index, September 2026
Sample Healthcare sells AI document and workflow automation for healthcare organizations: copilots that extract, classify, summarize and reason over medical records and clinical documents, used for medical record abstraction, patient intake and eligibility, prior authorization, appeals and correspondence. The platform combines workflow design, customer-specific models fine-tuned from base models, named connectors (Kno2, Careviso, Glidian, Snowflake, Databricks, Salesforce) and observability with audit trails and versioned lineage.
Source: AI Health Index, September 2026
Questions buyers ask
How do 314e Dexit and Sample Healthcare work with the EHR?
For 314e Dexit, no integration method, marketplace listing or named production site is shown, and the writing runs one way into the record.
With Sample Healthcare, the home page names connections to Kno2 for receiving faxes and communications, Careviso and Glidian for requesting and checking prior authorizations, Snowflake and Databricks for pulling order data, and Salesforce for syncing data, and says copilots connect to EHRs and insert results into the system of record. Since April 2026 the product also runs inside TELCOR's laboratory revenue cycle system. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified September 23, 2026. No vendor pays for placement.
How are 314e Dexit and Sample Healthcare priced and sold?
In 314e Dexit's case, the RCM dashboard reports cost per document per client, which suggests a per-document unit, but no rate is shown and every route leads to a demo. Whether the unit is the page, the document, the fax number or the facility is left open, as is whether cloud fax and document processing are priced separately and whether eligibility checks carry their own charge.
For Sample Healthcare, the product is sold by demo, standalone or as part of TELCOR's platform. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified September 23, 2026. No vendor pays for placement.
How do 314e Dexit and Sample Healthcare handle patient data?
With 314e Dexit, the company stated in September 2025 that Dexit runs on self hosted models, so document content is not sent to an outside model provider's interface, and its security policy keeps core infrastructure and data storage in the United States with encrypted backups.
In Sample Healthcare's case, the home page says customers customize models using their proprietary data, that custom models learn from their workflows, that models are tailored to each organization, and that the customer owns and controls every solution built together. It does not say whether customer data also improves shared base models, how long records, documents and outputs are kept, or what is de-identified. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified September 23, 2026. No vendor pays for placement.
Which settings and specialties do 314e Dexit and Sample Healthcare cover?
For 314e Dexit, the document types (prior authorizations, EOBs, referrals, lab results, discharge summaries) are administrative, and PointClickCare in the integration list points to post-acute use as well.
With Sample Healthcare, the company names its customers as molecular diagnostics companies, oncology groups and laboratories, and the acquirer sells the product to independent laboratories and to hospitals and health systems. Workflows named are medical record abstraction, patient intake and eligibility, prior authorization, appeals, payer follow-up and correspondence. From the AI Health Index, drawn from each vendor's own published materials and the regulatory record, verified September 23, 2026. No vendor pays for placement.
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.
Dexit promises its review queue ensures nothing is misfiled, which no queue can guarantee, and its 95 percent accuracy figure has no test set. Sample says nothing about where its models run, and parts of its site are still placeholder text.
Neither publishes a price. Sample is sold standalone or inside TELCOR's platform, so confirm which contract and which support team you are buying.