{
  "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"
  },
  "capability": "placement.automation",
  "name": "Workflow automation",
  "definition": "Rules-based automated matching, conflict detection, or optimized slot assignment for placements and schedules.",
  "evidenceCriteria": "Public automated placement, scheduling, or matching features (non-AI).",
  "moduleId": "placement",
  "moduleName": "Placements & Scheduling",
  "summary": {
    "vendorCount": 9,
    "supportedCount": 6,
    "supportedPercent": 0.6666666666666666
  },
  "vendors": [
    {
      "vendor": "HealthTasks",
      "vendorSlug": "healthtasks",
      "supported": true,
      "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"
      }
    },
    {
      "vendor": "Exxat",
      "vendorSlug": "exxat",
      "supported": true,
      "evidence": {
        "url": "https://exxat.com/solutions/discipline/nursing",
        "quote": "Set your own parameters and maximize student preferences by letting Exxat do the work of making the match. Using a computerized algorithm, we make the most statistically advantageous matches for you and allow you to make any needed tweaks or changes before the placements go live.",
        "note": "Automated matching with configurable parameters satisfies scheduling automation.",
        "matchType": "semantic",
        "reviewedAt": "2026-07-01"
      }
    },
    {
      "vendor": "Trajecsys",
      "vendorSlug": "trajecsys",
      "supported": false
    },
    {
      "vendor": "Typhon",
      "vendorSlug": "typhon",
      "supported": true,
      "evidence": {
        "url": "https://typhongroup.com/all-health/",
        "quote": "Automate the process with Spin Cycles which places students for you based on your rules and preferences. Conflict-checking prevents overbooking sites, preceptors, or students.",
        "note": "Rules-based auto-matching and conflict detection satisfy automated scheduling criteria.",
        "matchType": "semantic",
        "reviewedAt": "2026-07-01"
      }
    },
    {
      "vendor": "Project Concert",
      "vendorSlug": "project-concert",
      "supported": true,
      "evidence": {
        "url": "https://www.projectconcert.com/experiential-learning",
        "quote": "Schedules Can Be Created Automatically by the System or Added.",
        "note": "Automated schedule generation satisfies scheduling automation criteria.",
        "matchType": "semantic",
        "reviewedAt": "2026-07-01"
      }
    },
    {
      "vendor": "TracPrac",
      "vendorSlug": "tracprac",
      "supported": false
    },
    {
      "vendor": "CORE Higher Ed",
      "vendorSlug": "core-elms",
      "supported": true,
      "evidence": {
        "url": "https://peoplegrove.com/products/core-elms/",
        "quote": "Advanced scheduling tools like SmartMatch and proprietary algorithms to automatically assign students to sites/preceptors based on configurable rules and preferences.",
        "note": "Automated assignment via configurable rules satisfies automated matching/scheduling rules criteria.",
        "matchType": "literal",
        "reviewedAt": "2026-07-01"
      }
    },
    {
      "vendor": "eMedley",
      "vendorSlug": "emedley",
      "supported": true,
      "evidence": {
        "url": "https://www.emedley.com/edusched/",
        "quote": "Automatically place students in schedules based on their preferences for the time period, site, preceptor, and the available capacities.",
        "note": "Automated preference-based student placement satisfies scheduling automation.",
        "matchType": "literal",
        "reviewedAt": "2026-07-01"
      }
    },
    {
      "vendor": "Medatrax",
      "vendorSlug": "medatrax",
      "supported": false
    }
  ]
}