MD-Staff vs Verifiable (2026)

AI Health Index verifiedSeptember 23, 2026
Verdict

An incumbent system of record against an agent led newcomer, and both promise more than verification can deliver. MD-Staff is the credentialing, privileging and peer review system a hospital medical staff office runs, from a company founded in 1982; its AI engine gathers documents and runs checks for staff to review. Verifiable sells credentialing to health and dental plans and provider organizations, now led by CredAgent agents that do the verification steps and stop at three human review checkpoints. MD-Staff covers the whole medical staff office. Verifiable automates more of the credentialing file itself.

The case for MD-Staff
  • The complete medical staff office workflow: credentialing, privileging, enrollment, peer review and committee tools in one modular system.
  • Four decades in the category and a reported base of more than 3,000 client organizations.
  • The AI assists staff inside the existing workflow rather than replacing steps of it.
The case for Verifiable
  • About 150 steps reduced to three human review checkpoints, each with a decision log and cited sources.
  • Sold as software on Salesforce or an open API, or as an NCQA certified verification service.
  • A named security attestation and a stated deployment model, which MD-Staff does not publish.

This comparison is published by AI Health Index, an independent research platform that compares healthcare AI vendors objectively. MD-Staff and Verifiable 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

At a Glance

Plain facts

Fact MD-Staff Verifiable
Primary category Healthcare Administrative Automation Healthcare Administrative Automation
Founded 1982 2019
Headquarters Temecula, California, United States Austin, Texas, United States
Website mdstaff.com verifiable.com
Attribute Matrix

Side by Side

Select any grade to read the note behind it.

Axis
M
MD-Staff
V
Verifiable
AI Centrality
Autonomy and Oversight Model
Model and Technology Transparency
Model Supply Chain Disclosure
Clinical and Operational Evidence
AI Safety and PHI Stewardship
HIPAA and BAA Posture
Security Certifications and Trust Center
FDA and Regulatory Status
AI Governance and Bias Disclosure
AI Liability and Recourse
EHR and Interoperability Depth
Deployment Model and Data Residency
Commercial Transparency
Setting and Specialty Coverage
Citable Summaries

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.

MD-Staff

MD-Staff is a credentialing, privileging, enrollment and peer review platform from Applied Statistics and Management, a family owned company founded in 1982 by Trung Phan and based in Temecula, California. The company reports more than 3,000 client organizations, more than 100 employees and a number one ranking by KLAS Research for credentialing.

Source: AI Health Index, September 2026

Verifiable

Verifiable sells provider credentialing and network monitoring to health and dental plans and provider organizations. Its lead product is now CredAgent, a set of AI agents that pull CAQH data, read attestations, verify licenses and board certifications and compile the committee packet, reducing about 150 steps to three human review checkpoints with decision logs and cited sources.

Source: AI Health Index, September 2026

FAQ

Questions buyers ask

How are MD-Staff and Verifiable priced and sold?

The catalog is fully enumerated: MD-Staff as the core credentialing system, with MD-Stat, MD-App, MD-Query, E-Priv, Virtual Committee, Managed Care and Enrollment, MD-Staff Passport and Checksome sold as named modules alongside it, and solution pages for credentialing, privileging, enrollment, peer review and verification organizations.

With Verifiable, the company frames the in house option around control, visibility across clinical and operations staff, and reduced compliance risk. 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 MD-Staff and Verifiable handle patient data?

In MD-Staff's case, the scoping point comes first. What this platform holds is provider identity data: licenses, certifications, sanctions history, training, references and application documents.

For Verifiable, no retention window applies during the contract (how long verification files, supporting documents and the agent's workflow and citation logs are kept), and the training clause leaves open whether a customer's own data tunes a model used only for that customer. 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 MD-Staff and Verifiable cover?

With MD-Staff, support for it is adoption rather than deployment detail: more than 3,000 client organizations over four decades, more than 100 employees, and a number one ranking by KLAS Research for the credentialing category.

In Verifiable's case, the company says it scales from 100 providers to millions. 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.

What evidence is published for MD-Staff and Verifiable?

For MD-Staff, no turnaround time, no reduction in days to credential, no verification accuracy, no flag precision, no audit finding rate at a named customer, and no study or benchmark of any kind for the engine specifically.

With Verifiable, the home page claims seven figure cost savings, a 98 percent increase in packet turnaround efficiency and a 100 percent NCQA scorecard and audit pass rate, and for the CVO service three day turnaround and a 0 percent error rate for file quality review; the CredAgent page claims ten times team productivity and up to 98 percent faster turnaround. 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.

Keep Comparing

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.

Disclosure

Both sell correctness they cannot guarantee. MD-Staff says its verification ensures all credentialing information is accurate; Verifiable cites a 0 percent error rate and error free verifications while its own addendum says AI outputs may be inaccurate. Read both as marketing and ask for review data.

MD-Staff publishes no security attestation and no business associate terms. Neither publishes a price.