How we build a course

The seven-stage pipeline

Mandate's content production pipeline is structured to satisfy three intentions simultaneously: regulatory accuracy, practitioner relevance, and time discipline. The seven stages below run in sequence for every course module published.

Source identification

Every regulatory claim in Mandate content traces to a primary source. Source URLs and retrieval dates are documented in an internal source register maintained per course and per revision. The register is auditable.

Primary sources we anchor to include:

• Federal Register publications (final rules)
• Code of Federal Regulations (current consolidated rules)
• NMLS Education Services bulletins and approved-topic notices
• CFPB compliance guides and interpretive bulletins
• State regulator publications (where state law overlays apply)
• Licensing-authority handbooks (HUD FHA, VA Lender's Handbook, USDA RD, etc.)

SME review

Every Mandate course module is reviewed by at least one credentialed subject-matter expert before publication. Credentials are verified before SME engagement and re-verified at least annually for SMEs in active engagement.

SME credential standards

Every Mandate SME holds at least one of the following:

• Active Mortgage Loan Originator license (NMLS-registered, current good standing, 5+ years active)
• Mortgage attorney bar admission (active state bar, at least 5 years mortgage industry practice)
• Certified Mortgage Compliance Professional or equivalent recognized industry compliance certification
• Senior compliance role at an NMLS-approved institution (verified employment, scope of responsibility, 5+ years tenure)

Review scope

SMEs verify factual accuracy, regulatory citation accuracy, practitioner correctness, learner safety, and pedagogical soundness. Where existing third-party material is incorporated (such as quoted regulatory text or government-published infographics), permissions or fair-use determinations are documented. SME credential lapses suspend SME engagement until credentials are restored.

Editorial refinement and pre-submission pilot

Editorial review addresses clarity, accessibility, structural consistency, and reading level. Pre-submission pilot testing samples 10 to 15 representative licensees from the SME network or external recruits and documents total completion time, per-module completion time, time spent on assessment items, and time spent on interactive elements.

Pilot completion-time documentation accompanies every course submission to NMLS, satisfying the §4 sample completion-time documentation requirement.

Quality assurance and record retention

Mandate maintains source-anchored content, SME pre-publication review on every module, and continuous regulatory currency through quarterly content review and immediate revision when material regulatory changes hit. Annual full recertification at regulator renewal includes a fresh SME sign-off on continued accuracy.

Record retention

For every learner, Mandate retains authentication, progression, assessment, certificate, and identity-verification records for the period required by the relevant regulator (or longer if Mandate-specified). Records are encrypted at rest (AES-256) and in transit (TLS 1.3+). Access is controlled and audit-logged.

Audit cooperation

Upon regulator request, Mandate provides authorized learner records, source registers, SME review documentation, completion-time samples, AI prompt and revision logs, and LMS access trails. We make ourselves available for routine compliance audit on reasonable notice without requiring subpoena.

What we build to

Every commitment above is grounded in specific federal and state regulatory frameworks:

Approval process

Mandate Learning LLC is preparing its NMLS Approved Course Provider application.

NMLS (federal SAFE Act)

Approved Course Provider Application in preparation for submission to the Nationwide Multistate Licensing System. Package includes a business plan, instructional design statement, sample course outline, QA documentation, and the inaugural 8-hour MLO CE course for concurrent approval. NMLS course approval is governed by six criteria: Learning Objectives, Sufficient Material, Sufficient Difficulty, Sufficient Length, Appropriate Learning Environment, and Defined Start and End Time. Sample course content is calibrated to the 50-minute classroom-hour standard.

Additional licensed professions

The same content methodology and compliance record extend to other national licensure lanes — federal tax (IRS) and public accounting (CPA/NASBA) are next in line. Mandate applies to each authority through that authority's published process, and never represents a course as approved before approval is granted.

How we use AI

Mandate uses generative AI as a content-production tool, not a substitute for credentialed human review. AI is used for first-draft generation from primary regulatory sources, assessment item generation, and scenario writing. AI accelerates the content production cycle without replacing the editorial judgment that quality continuing education requires.

What AI does not do at Mandate

• AI does not make final publication decisions on any content delivered to learners
• AI does not interact directly with learners during course delivery
• AI does not grade learner assessments without SME-defined rubrics and human review of edge cases
• AI does not generate or publish regulatory interpretations not traceable to primary sources
• AI does not replace the credentialed SME's responsibility for content accuracy

Mandate maintains an audit trail of every AI prompt used in course generation, every AI-generated draft, every SME review with reviewer credentials and sign-off timestamp, and every regulatory citation with primary source URL and retrieval date. This disclosure appears in every application Mandate submits to a regulator.