Samford University Moffett & Sanders School of Nursing

AI-Guided Curriculum Mapping Framework for Nursing

A backward-design methodology aligning program outcomes to the AACN Essentials, built for CCNE-accredited nursing programs

A full mapping is done in days, not months

The 2021 AACN Essentials transition asks nursing programs to map hundreds of sub-competencies across BSN, MSN, and doctoral levels. With eight faculty in the room, you get eight interpretations of every competency, and consensus alone can burn a full semester. The Enflux AI-Guided Curriculum Mapping Framework replaces that debate with a single, consistent starting point. A full mapping is done in days, so faculty conversations focus on refinement, not reconciliation.
I loved that now we have an AI model that comes with a single perspective. This is not a one-and-done, you still can have conversations, but it is fantastic to have a mapping that exists from that single perspective to start the conversation. That’s one of the things that I feel like could have saved us easily three or four months of work, just having somewhere to start.
Andrea Collins, DNP, FNP-C, CNE
Professor and Director of Assessment & Evaluation
Moffett & Sanders School of Nursing, Samford University

Watch the video testimonial

Why nursing programs choose Enflux

No more spreadsheet mapping

No more spreadsheet mapping

Curriculum, outcomes, assignments, and competencies stay connected and updated in one place.
AI and expert guidance

AI + expert guidance

Support faculty with outcome writing and mapping while reducing repetitive manual work.
Evidence on demand

Evidence on demand

Keep standards mapped and export the documentation you need for program review and accreditation reporting.

CompetencyGenie™ — Bulk tagging & instant insights in the Enflux platform

Tag smarter. Report faster.

CompetencyGenie™ in Enflux helps you:
  • Bulk tag hundreds of items in minutes
  • Align with standards, outcomes, and goals
  • Instantly visualize tagged data for advising, curriculum review, and accreditation
Save time, improve consistency, and turn assessment data into actionable insights.

Resources

5 Levels of Curriculum Mapping Maturity

Free Guide
This free guide gives you a clear framework to assess where your curriculum mapping process stands today, and specific next steps to move it forward. It helps you see blind spots before an accreditor does.
Download

Competency-Based Learning in Nursing: Curriculum Mapping, Outcomes, and NCLEX Success

Article
Competency-based education represents a paradigm shift in nursing education. Instead of advancing students based on time, it uses outcome-based progression, where learners move forward only after demonstrating competence.
Read more

SLOs Evaluation Worksheet for Graduate-Level Nursing Curriculum Mapping

Free Worksheet
This template helps evaluate whether outcomes are measurable, observable, and mapped appropriately across various domains. Grounded in Bloom’s Taxonomy and Miller’s Pyramid, it provides a structure for meaningful academic program evaluation.
Download

Ready to transform your curriculum mapping framework?

Enflux helps academic leaders enhance curriculum mapping with an AI-guided framework, and ensure you’re aligning curriculum to standards—all in one platform built for higher education.
A guide to curriculum mapping and category tagging best practices
NEW Blackboard data now available in Enflux