{
  "schemaVersion": "1.0",
  "benchmarkVersion": "2026.3",
  "generatedAt": "2026-07-02T00:15:52.473Z",
  "license": "Published by HealthTasks for public reference. Cite the dataset URL and release version when reproducing scores. Vendor trademarks belong to their respective owners.",
  "methodology": "https://healthtasks.ai/benchmark/methodology",
  "documentation": "https://healthtasks.ai/benchmark",
  "lastUpdated": "2026-07-01",
  "publisher": "HealthTasks",
  "category": "Clinical Education Management",
  "dataset": {
    "full": "https://healthtasks.ai/benchmark.json",
    "html": "https://healthtasks.ai/benchmark/dataset",
    "api": "https://healthtasks.ai/api/cem-benchmark",
    "schema": "https://healthtasks.ai/benchmark/schema.json",
    "methodology": "https://healthtasks.ai/benchmark/methodology",
    "vendors": "https://healthtasks.ai/benchmark/vendors/{vendor}.json",
    "capabilities": "https://healthtasks.ai/benchmark/capabilities/{id}.json",
    "capabilityIndex": "https://healthtasks.ai/benchmark/capabilities.json"
  },
  "vendor": {
    "id": "healthtasks",
    "slug": "healthtasks",
    "name": "HealthTasks",
    "summary": "AI-native clinical education management platform combining clinical operations, competency tracking, accreditation management, analytics, and AI-powered workflow automation within a unified system.",
    "website": "https://healthtasks.ai",
    "capabilities": [
      {
        "capabilityId": "platform.multi-program",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/nursing",
          "quote": "ADN, BSN, DNP, LPN to BSN, MSN, Nurse Administrator, Nurse Educator, Nurse Leadership, RN to BSN/MSN, and Vocational Nursing.",
          "note": "Dedicated program-track pages (/nursing, /medical, /dental, /ot, /pt, /slp, /allied-health) document multiple health-education programs within one tenant.",
          "matchType": "semantic",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "platform.integrations-api",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/agents",
          "quote": "Integrate directly with Canvas to automatically pull courses, assignments, and grades. Combine this with native clinical data to create a complete, ready-to-audit evidence trail for outcomes, competencies, and accreditation reporting.",
          "note": "Documented LMS integration (Canvas import + grade sync) meets integrations criteria; not a general API.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "platform.security-auth",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/",
          "quote": "SSO supports SAML 2.0 and OpenID Connect (OIDC) with 20+ common IdPs, including Okta, Microsoft Entra ID (Azure AD), Google Workspace, OneLogin, Ping Identity, Salesforce, and more.",
          "note": "Public SSO and enterprise authentication documentation (Enterprise add-on) satisfies enterprise auth controls.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "compliance.requirements",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/agents",
          "quote": "Automated tracking of vaccinations, health screenings, and regulatory requirements, combined with AI verification, helps educators save time.",
          "note": "Defines and tracks regulatory compliance requirements assigned to students/staff.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "compliance.documents",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/clinical-placements",
          "quote": "Centralize immunizations, background checks, certifications, site-required paperwork, and student compliance packets. Upload tracking, expiration alerts, and status dashboards keep coordinators ahead of deadlines.",
          "note": "Public document upload, storage, and credential tracking for compliance.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "compliance.automation",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/clinical-placements",
          "quote": "Upload tracking, expiration alerts, and status dashboards keep coordinators ahead of deadlines.",
          "note": "Automated reminders and status tracking for compliance workflows.",
          "matchType": "semantic",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "compliance.site-specific",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/clinical-placements",
          "quote": "Centralize immunizations, background checks, certifications, site-required paperwork, and student compliance packets.",
          "note": "Site-required paperwork documents partner/site-level compliance configuration distinct from program-wide rules.",
          "matchType": "semantic",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "compliance.intelligent-automation",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/clinical-placements",
          "quote": "AI reviews submitted compliance documents against your program requirements and recommends approve or reject with clear rationale. Coordinators get a fast first pass—focus on exceptions instead of reading every upload.",
          "note": "AI-assisted document verification and requirement matching.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "placement.site-directory",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/clinical-placements",
          "quote": "Organize your clinical site network with detailed location profiles, unit-level capacity limits, and real-time availability—so coordinators always know which sites can accept students and how many slots remain.",
          "note": "Clinical site profiles, capacity, and availability constitute site directory management.",
          "matchType": "semantic",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "placement.affiliations",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/clinical-placements",
          "quote": "Track site agreements, renewal dates, terms, and unit allocations in one place. Link contracts to locations and units, monitor expirations, and keep your placement partnerships documented and up to date.",
          "note": "Affiliation/contract management for clinical partners.",
          "matchType": "semantic",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "placement.capacity",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/clinical-placements",
          "quote": "Organize your clinical site network with detailed location profiles, unit-level capacity limits, and real-time availability—so coordinators always know which sites can accept students and how many slots remain.",
          "note": "Tracks available slots and capacity limits across clinical sites.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "placement.workflow",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/clinical-placements",
          "quote": "End-to-end clinical placement management for health education programs—location and contract management with unit capacity, AI-assisted compliance review, flexible rotation scheduling, student self-scheduling, and calendar subscriptions for Apple, Google, and Microsoft.",
          "note": "Covers placement coordination from site setup through scheduling and compliance to student assignment.",
          "matchType": "semantic",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "placement.automation",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/clinical-placements",
          "quote": "Let students select from available placement slots within program rules—capacity limits, prerequisites, and coordinator approval workflows included. Reduce email back-and-forth while keeping full oversight.",
          "note": "Automated slot selection within scheduling rules and capacity constraints.",
          "matchType": "semantic",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "placement.intelligent-automation",
        "supported": 0
      },
      {
        "capabilityId": "experience.logging",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/experiential-tracking",
          "quote": "Streamline clinical documentation with detailed logs that capture essential information. Track clinical hours, record detailed notes, and map specific skills to each entry.",
          "note": "Structured clinical activity/shift logging with notes and skill mapping.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "experience.hours",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/experiential-tracking",
          "quote": "Track clinical hours, record detailed notes, and map specific skills to each entry.",
          "note": "Hours tracked within clinical log entries against program activity.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "experience.cases",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/medical",
          "quote": "Log procedures and encounters, complete evaluations, and track progress toward milestones.",
          "note": "Case/procedure tracking for medical education programs.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "experience.verification",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/nursing",
          "quote": "Evaluate students, approve clinical hours and cases, and provide essential feedback.",
          "note": "Preceptor approval workflow for logged hours and cases matches experience verification definition.",
          "matchType": "semantic",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "experience.intelligent-automation",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/experiential-tracking",
          "quote": "Students can dictate their daily clinical reflections, and our AI automatically populates their clinical logs, including structured fields, SOAP note drafts, and searchable codes in seconds.",
          "note": "AI scribe auto-populates clinical logs and SOAP drafts from student input.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "evaluations.digital",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/experiential-tracking",
          "quote": "Customize evaluation forms to your program's unique needs, assessing students, instructors, and clinical sites with precision.",
          "note": "Electronic customizable evaluation forms for faculty/preceptors.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "evaluations.competencies",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/ai-curriculum-mapping",
          "quote": "Ensure every clinical skill and evaluation is properly aligned with your program's competency framework. The AI identifies gaps and suggests connections to maintain comprehensive coverage of all required competencies.",
          "note": "Skills and evaluations linked to competency framework with gap identification.",
          "matchType": "semantic",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "evaluations.rubrics",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/ai-video-skills-checkoffs",
          "quote": "Generate rubrics with competency-aligned criteria and scoring guidance that standardize evaluations, improve consistency, and support defensible assessment at scale.",
          "note": "Structured rubric-based assessments with AI-generated competency-aligned criteria.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "curriculum.mapping",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/ai-curriculum-mapping",
          "quote": "Automatically map all of your skills and evaluations directly to competencies and outcomes with a single click.",
          "note": "Maps activities/assessments to curriculum objectives and competencies.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "curriculum.standards",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/self-study",
          "quote": "CCNE (Commission on Collegiate Nursing Education), ACEN (Accreditation Commission for Education in Nursing), CNEA (Commission for Nursing Education Accreditation)",
          "note": "Public alignment to named accreditation standards/frameworks.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "curriculum.gap-analysis",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/ai-insights-cqi",
          "quote": "Our AI-driven gap analysis automatically identifies critical gaps in curriculum, competency deficiencies, and performance patterns before they affect outcomes.",
          "note": "Identifies gaps between curriculum coverage and required standards/competencies.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "curriculum.sep",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/agents",
          "quote": "Create, track, and report your program's systematic evaluation plan. Our SEP module automates data collection across courses and clinical sites, aligns evidence to standards, and generates audit-ready reports.",
          "note": "Dedicated SEP module for systematic evaluation plan creation, tracking, and standards-aligned reporting.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "curriculum.self-study",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/self-study",
          "quote": "The Draft Agent writes section-by-section narratives aligned to the selected accreditation standards, using only the cited evidence gathered by the Research Agent.",
          "note": "AI-assisted accreditation self-study narrative drafting with citation-backed evidence.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "curriculum.intelligent-automation",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/ai-curriculum-mapping",
          "quote": "Automatically map all of your skills and evaluations directly to competencies and outcomes with a single click. Our AI eliminates the tedious manual linking process that traditionally takes faculty weeks or months to complete.",
          "note": "AI automates curriculum mapping linking skills/evaluations to competencies.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "reporting.custom",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/experiential-tracking",
          "quote": "Our flexible reporting tool allows you to select specific data points and apply filters, enabling you to analyze student progress, evaluation results, and program effectiveness with precision.",
          "note": "User-configurable reports with filters.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "capabilityId": "reporting.intelligent-automation",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/ai-insights-cqi",
          "quote": "Access five expert-level AI reports that automatically evaluate your program's performance, curriculum mapping, and competency achievement. Reports are updated weekly, ensuring you always have the most current analysis of your program.",
          "note": "AI-generated program insights and recommendations for leadership.",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      }
    ],
    "platformCharacteristics": [
      {
        "characteristicId": "char.cloud-native",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/",
          "note": "Cloud-based B2B SaaS clinical education management platform."
        }
      },
      {
        "characteristicId": "char.mobile",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/medical",
          "note": "Progressive web app for real-time skill logging across all devices."
        }
      },
      {
        "characteristicId": "char.sso",
        "supported": 1,
        "evidence": {
          "url": "https://healthtasks.ai/",
          "quote": "SSO supports SAML 2.0 and OpenID Connect (OIDC) with 20+ common IdPs, including Okta, Microsoft Entra ID (Azure AD), Google Workspace, OneLogin, Ping Identity, Salesforce, and more.",
          "note": "Enterprise SSO documented on product homepage (Enterprise add-on).",
          "matchType": "literal",
          "reviewedAt": "2026-07-01"
        }
      },
      {
        "characteristicId": "char.api",
        "supported": 0
      }
    ]
  },
  "scores": {
    "vendorId": "healthtasks",
    "vendorSlug": "healthtasks",
    "vendorName": "HealthTasks",
    "moduleScores": [
      {
        "moduleId": "platform",
        "moduleName": "Platform",
        "supported": 3,
        "total": 3,
        "score": 1
      },
      {
        "moduleId": "compliance",
        "moduleName": "Compliance",
        "supported": 5,
        "total": 5,
        "score": 1
      },
      {
        "moduleId": "placement",
        "moduleName": "Placements & Scheduling",
        "supported": 5,
        "total": 6,
        "score": 0.8333333333333334
      },
      {
        "moduleId": "tracking",
        "moduleName": "Clinical Tracking",
        "supported": 5,
        "total": 5,
        "score": 1
      },
      {
        "moduleId": "evaluations",
        "moduleName": "Evaluations",
        "supported": 3,
        "total": 3,
        "score": 1
      },
      {
        "moduleId": "curriculum",
        "moduleName": "Curriculum & Accreditation",
        "supported": 6,
        "total": 6,
        "score": 1
      },
      {
        "moduleId": "reporting",
        "moduleName": "Reporting & Analytics",
        "supported": 2,
        "total": 2,
        "score": 1
      }
    ],
    "overallScore": 0.9666666666666667,
    "clinicalWorkflowScore": 0.9166666666666667,
    "workflowAutomationScore": 0.8,
    "administrativeScore": 0.9444444444444445,
    "intelligentAutomationScore": 0.8,
    "reportingScore": 1,
    "accreditationScore": 1
  }
}
