Rory McCorkle, VP of Business Development
December 18, 2025

In certification and licensure, defensibility is everything. From accreditation reviews and legal challenges to board confidence and stakeholder trust, the strength of a credential ultimately rests on the quality of its assessment data and the rigor with which that data is analyzed.

Yet for many credentialing organizations, psychometric analysis remains a resource-intensive or costly outsourced activity. Analyses may live in disconnected spreadsheets or scripts that are difficult to explain or scale. Even organizations with strong psychometric partners often struggle with visibility, timeliness, or the ability to explore “what-if” scenarios across test forms and administrations.

To address these challenges, we are excited to announce the launch of a new, comprehensive test analytics and psychometrics suite, purpose-built for certification and licensure. This platform consolidates the core psychometric processes that credentialing organizations rely on, including item analysis, test form analysis, IRT calibration, pre-equating, and more, into a single, integrated, and transparent environment.

Designed for the Realities of Credentialing Programs

This suite was designed with one central principle in mind: psychometrics should be rigorous, defensible, and accessible, without being fragile or overly dependent on consultants’ timelines or manual workflows.

At its core, the platform supports:

Item Analysis

Easily evaluate item performance using classical test theory (CTT) statistics such as p-values, discrimination indices, and point-biserial correlations. Flag underperforming items, explore subgroup performance, and monitor item stability across administrations.

Test and Form Analysis

Analyze overall test and form-level performance to ensure consistency, reliability, and comparability across versions. Review reliability indices, score distributions, pass-rate impacts, and key decision metrics in one place, without stitching together multiple tools or reports.

IRT Item Calibration

Calibrate items using Rausch IRT models to support more advanced psychometric workflows. The platform is designed to help programs transition from purely classical approaches to IRT-based methods when appropriate, without forcing unnecessary complexity.

Pre-Equating and Form Comparability

Support pre-equating workflows by evaluating item parameters, form difficulty, and score comparability before operational use. This helps programs reduce risk when deploying new forms, particularly in continuous testing environments.

Auditability and Transparency

All analyses are reproducible and traceable. Parameters, assumptions, and outputs are documented to support accreditation reviews, governance oversight, and long-term program defense.

Rather than replacing psychometric expertise, the suite is designed to augment and scale it, allowing staff and contractors to work from a shared, consistent analytical foundation.

Built with Standards, Security, and Governance in Mind

Credentialing programs operate in a highly regulated and scrutinized environment. From ISO/IEC 17024 and NCCA accreditation to internal governance policies and legal defensibility, any analytics platform must meet a high bar.

This psychometric suite was built with those realities front and center:

  • Role-based access to support governance and separation of duties
  • Clear documentation of methods and assumptions
  • Alignment with accepted psychometric standards and best practices

Why We’re Launching with a Beta Program

Launching a psychometric platform is not just a technical exercise; it’s a validation exercise.

That’s why we are actively recruiting a limited number of beta clients to participate in the next phase of this product’s evolution.

What Beta Participants Receive

  • Free access to the full psychometric suite for a year after full launch
  • Hands-on use of the platform with their real assessment data
  • Direct collaboration with our product team
  • Early influence over feature refinement, usability, and workflows

What We Ask in Return

  • Use of anonymized outputs and results to validate system functionality
  • Feedback on workflows, reporting, and decision-support value
  • Participation in structured check-ins to help us strengthen the platform

This is not a marketing beta. It is a true validation partnership. The intent is to ensure the system performs reliably across different program sizes, testing models, and psychometric approaches.

Who Should Consider Participating

The beta program is especially well-suited for:

  • Certification and licensure programs with operational or pretest data ready for analysis
  • Organizations managing multiple test forms or continuous testing models
  • Credentialing bodies preparing for accreditation, expansion, or modernization

Whether your program is large or mid-sized, mature or evolving, the key requirement is a willingness to engage collaboratively and thoughtfully in the validation process.

Advancing Psychometric Practice, Together

Credentialing programs do not exist in isolation. The psychometric standards that protect public trust are strengthened when tools, processes, and practices evolve thoughtfully, grounded in real-world data and real-world constraints.

This new psychometric suite represents our commitment to that evolution: modern analytics, applied rigor, and practical decision support, built specifically for the credentialing community.

If your organization is interested in participating in the beta program or simply wants to learn more about the platform’s capabilities, we welcome the conversation. Please contact us through our website or via email.