Program Intelligence Overview
Student readiness, practice readiness, program risk intelligence, and continuous improvement share one institution-isolated workspace.
PROGRAM INTELLIGENCE
DOCUMENTATION
Student readiness, practice readiness, program risk intelligence, and continuous improvement share one institution-isolated workspace.
Keep academic, clinical, simulation, graduate, preceptor, and employer evidence visible and independent.
Enter thresholds and official sources, then review exact triggers. ProgramWatch is decision support—not a compliance determination.
Create a draft, preview questions, send a test, launch secure links, monitor response, close, review, and approve findings.
Detect → Investigate → Assign → Act → Reassess → Document → Close.
Record identity, regulator, accreditor, outcome definitions, thresholds, faculty and leadership, clinical capacity, concerns, sources, owners, and verification dates.
Store authorized organizational contacts and relationship details. Never store patient information.
Choose a cohort, template, contacts, domains, dates, confidentiality, reminders, test delivery, and launch approval.
Use 1–5 plus Unable to Assess. Keep questions behaviorally specific and appropriate to the stage of transition.
One weak source is an Emerging Concern; two independent sources below threshold can support a Priority Gap.
Preliminary, Developing, Established, and Strong describe confidence—not performance quality.
Record the threshold, owner, source URL, effective date, and last verification. AI cannot change severity.
Store summaries and official links. Never present a source as current without a review date.
Use structured CSV templates, preview validation, correct row errors, tag the source, and preserve the audit record.
Verify sources on an institution-defined schedule. Stale data may not represent current program conditions.
Compare value, definition, numerator, denominator, period, source URL, and update date. Human resolution is required.
Assemble a working review packet. Do not describe it as an official submission unless an official workflow is integrated.
Define ownership, baseline, target, deadline, success measure, reassessment date, actual result, evidence, and effectiveness.
Every report should show institution, program, cohort, sources, sample sizes, freshness, suppressed cells, limitations, approval, date, and audit record.
Owners and admins configure; authorized faculty draft and complete work; analysts and viewers receive restricted aggregate access.
No patient-identifying information is required. Small cells are suppressed and partner details are permission-limited.
The default threshold is five. Institutions may raise it, but never lower it below three.
AI outputs remain drafts. They must be source-linked, reviewed, approved, and never treated as official determinations.
NursingNotes does not determine accreditation, compliance, licensure eligibility, bedside competence, employment, or patient safety.
Check feature enablement, role, source freshness, import errors, email status, report status, and the audit history before escalating.
Program Health, PracticeReady, Partner Pulse, ProgramWatch, Improvement Action, Evidence Strength, Data Freshness, and Small-Cell Suppression.
Program Intelligence works alongside ATI, HESI, LMS, clinical-placement, survey, and institutional-effectiveness systems.
Program Intelligence initial release: program health, readiness evidence, Partner Pulse, ProgramWatch, actions, reports, documentation, and operations enablement.
Start with NCSBN, CCNE, ACEN, AACN Academic-Practice Partnerships, and AACN Essentials; verify all requirements with the applicable authority.
Email support@nursingnotes.org with the institution, module, error state, and time. Do not email sensitive student or employee information.
Verify requirements with your institution, accreditor, and state regulator. NursingNotes summaries and links are documentation aids, not legal or regulatory interpretations.