Assessment components.
From course to accreditor.

Chain tracing from student learning outcomes through state reporting to accreditation. Compliance cycle automation. Heatmap visualization. Federation for multi-campus networks.

The $350M market that stores but doesn't reason

Watermark ($15K–$75K/yr), Nuventive ($10K–$30K/yr), and Anthology ($30K–$100K+/yr) are data repositories. Faculty manually enter results, manually map outcomes, and manually write narratives. No platform automates the diagnostic chain from course-level outcomes through program review to ICCB reporting to HLC compliance. Faculty adoption remains the #1 challenge — reviewers cite rigid templates and box-checking mentality.

Components that recombine across assessment

Chain Tracing (CSLO→ICCB→HLC)Compliance Cycle (Williams 4-form)Entity × Metric HeatmapBoard/Admin Evaluation FrameworkIdentity Derivation EngineComplementary Pairing EngineRole-Coded Access ControlReport Auto-GeneratorFederation Protocol

These assemble for single-campus assessment (chain tracing + heatmap + compliance cycle), multi-campus federation (the verified whitespace — 700+ colleges in the 20 largest state systems with zero cross-campus benchmarking tools), administrative evaluation (8 AACC competencies + 6 position templates + Bayesian scoring), and honors program assessment (identity derivation + cross-disciplinary pairing + AAC&U rubric adaptation).

Multi-campus assessment federation has zero competitors. California's 116 colleges each independently manage assessment. Illinois's 48 colleges share no assessment data. The federation protocol creates cross-campus benchmarking without centralized authority — matching how state systems actually govern.

Open source that extends the base

Canvas LMS (rubric engine), Moodle (competency frameworks), TAO (QTI-compliant testing), and Edubadges (digital credentials) — curated from the global civic tech ecosystem to fill domain-specific gaps that complement NinoTech's 74 components without replacing them. Browse the full ecosystem →

One artifact. Six reports. Zero faculty forms.

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