Forward to: EdTech Team

EdTech Intelligence
Workflows

Ten agent workflows for the EdTech Team — learning platform monitoring, technology vendor analysis, LMS ecosystem mapping, digital learning trend tracking, adaptive learning platform evaluation, student engagement tool assessment, content authoring platform monitoring, virtual lab and simulation tracking, accessibility compliance scanning, and educational AI tool landscape analysis — enabling data-driven technology decisions powered by comprehensive domain intelligence.

1LMS Ecosystem Monitoring

AI agent monitors learning management system vendor domains to track feature releases, pricing changes, partnership announcements, and market positioning shifts across the LMS landscape — informing platform selection and migration decisions.

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Track LMS Vendor Domain Changes
/products /pricing /partners /press OpenPageRank
LMS VENDOR ECOSYSTEM TRACKING ════════════════════════════════════════════════════════ MONITORING: 28 LMS platforms, 140+ EdTech vendor domains instructure.com — Canvas LMS /products: New AI-powered grading assistant launched /pricing: Enterprise tier increased 8% — above inflation /partners: 12 new LTI integrations added this quarter /press: Acquired analytics startup for $45M PageRank: 7.2 (stable) blackboard.com — Blackboard Learn Ultra /products: Ultra migration timeline extended to 2027 /pricing: Pricing page removed — "contact sales" only /careers: -34% job postings (cost-cutting signal) RISK: Declining investment signals — monitor closely d2l.com — Brightspace /products: New competency-based education module /partners: AWS partnership for AI features /careers: +28% hiring in engineering SIGNAL: Growing investment — potential Canvas alternative

2Digital Learning Tool Assessment

AI agent evaluates emerging digital learning tools by analyzing vendor domains for security posture, accessibility compliance, integration capabilities, and institutional adoption signals — providing evidence-based recommendations for tool procurement.

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Evaluate EdTech Vendor Security & Compliance
/security /compliance /legal /api Domain Ages Web Filtering
EDTECH VENDOR SECURITY ASSESSMENT ════════════════════════════════════════════════════════ VENDOR: Proctorio (Remote Proctoring) proctorio.com /security: SOC2 Type II, FERPA compliant /compliance: GDPR, COPPA, VPAT filed /legal: Privacy policy updated Jan 2026 /api: LTI 1.3 + REST API documented Domain Age: 3,650 days | PageRank: 5.8 VERDICT: Approved — meets all security requirements VENDOR: NewQuizAI (AI Assessment Tool) newquizai.com /security: Not present /compliance: Not present /legal: Basic privacy policy, no FERPA mention /api: No documentation found Domain Age: 89 days | PageRank: 0.4 VERDICT: Rejected — insufficient security posture for student data

3Adaptive Learning Platform Evaluation

AI agent monitors adaptive and personalized learning platform domains to track technological capabilities, institutional adoption rates, learning outcome claims, and competitive feature development across the adaptive learning market.

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Map Adaptive Learning Landscape
/products /case-studies /about OpenPageRank Personas
ADAPTIVE LEARNING PLATFORM LANDSCAPE ════════════════════════════════════════════════════════ Platform PageRank Case Studies AI Features LTI knewton.com 5.4 24 Advanced 1.3 realizeit.com 3.8 12 Moderate 1.3 cogbooks.com 3.1 8 Advanced 1.3 smartsparrow.com 4.2 18 Advanced 1.1 aleks.com (McGraw) 6.1 34 Basic 1.3 EMERGING PLAYERS: century.tech — UK-based, AI tutoring, PageRank up 1.8 in 6 months querium.com — STEM-focused AI tutoring, 14 new /case-studies RECOMMENDATION: Pilot Knewton for gateway courses, evaluate Century.tech for international programs

4Student Engagement Tool Tracking

AI agent monitors student engagement and collaboration platform domains — tracking classroom response systems, peer learning tools, student communication platforms, and engagement analytics solutions to identify tools that improve student outcomes.

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Monitor Student Engagement Platforms
/products /pricing /partners OpenPageRank IAB Categories
STUDENT ENGAGEMENT PLATFORM MONITORING ════════════════════════════════════════════════════════ tophat.com — Classroom engagement /products: New AI discussion facilitator feature /pricing: Switched to per-student pricing ($38/student/semester) /partners: Canvas + Blackboard integrations confirmed PageRank: 5.6 perusall.com — Social reading platform /products: New analytics dashboard for instructors /pricing: Free for institutions (textbook-revenue model) /case-studies: 8 new efficacy studies published SIGNAL: Strong adoption trajectory — 0 cost barrier packback.co — AI discussion boards /products: New curiosity scoring algorithm /pricing: $25/student/semester /careers: +40% hiring — growth signal harmonize.com — Discussion platform /careers: -60% job postings /press: No updates in 8 months RISK: Possible wind-down — avoid new adoption

5Educational AI Tool Landscape

AI agent maps the rapidly evolving educational AI tool landscape — monitoring AI tutoring, writing assistants, content generation, and academic integrity platforms to inform institutional AI policy and tool adoption strategies.

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Track Educational AI Market Evolution
/products /security /compliance /pricing Domain Ages IAB Categories
EDUCATIONAL AI TOOL LANDSCAPE — Q1 2026 ════════════════════════════════════════════════════════ MONITORING: 187 AI-in-education domains AI TUTORING & LEARNING: khanmigo.ai — Khan Academy AI tutor /security: FERPA + COPPA compliant | /pricing: Free for districts synthesis.ai — Math tutoring AI Domain Age: 340 days | /products: K-12 focus expanding to higher ed AI WRITING & INTEGRITY: turnitin.com — AI detection + originality /products: New AI writing detection v3.0 launched /compliance: FERPA, GDPR, ISO 27001 gptzero.me — AI content detection PageRank: 4.8 (up from 1.2 in 12 months) /pricing: Institutional licensing now available AI CONTENT GENERATION: quizgecko.com — AI quiz generation /pricing: $15/mo/instructor | /security: Not present coursera.org/ai-tools — AI course creation suite /products: AI syllabus generator + assessment builder POLICY: 47 of 187 tools lack adequate /security or /compliance pages RECOMMENDATION: Publish approved AI tool list based on security scores

6Virtual Lab & Simulation Tracking

AI agent monitors virtual laboratory and simulation platform domains to evaluate their suitability for replacing or supplementing physical labs — tracking feature development, institutional adoption, and cost-effectiveness signals.

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Evaluate Virtual Lab Platforms
/products /case-studies /pricing OpenPageRank
VIRTUAL LAB PLATFORM ASSESSMENT ════════════════════════════════════════════════════════ labster.com — Virtual science labs /products: 300+ simulations across biology, chemistry, physics /pricing: $49/student/year (volume discounts available) /case-studies: 42 universities with outcome data PageRank: 5.9 | /partners: Canvas, Blackboard, D2L praxilabs.com — Virtual labs /products: 120 simulations, chemistry + biology focus /pricing: $22/student/year — cost advantage /case-studies: 8 institutions PageRank: 3.4 smartsparrow.com — Adaptive simulations /products: Custom simulation builder for institutions /pricing: Enterprise only — "contact sales" NOTE: Acquired by Pearson — future integration uncertain RECOMMENDATION: Pilot Labster for intro sciences, evaluate PraxiLabs for cost-sensitive programs

7Content Authoring Platform Intelligence

AI agent monitors content authoring, OER, and digital textbook platform domains to track the evolution of courseware creation tools — helping faculty and instructional designers choose the best platforms for content development.

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Monitor Content Authoring Ecosystem
/products /pricing /docs /partners IAB Categories
CONTENT AUTHORING PLATFORM ECOSYSTEM ════════════════════════════════════════════════════════ OER PLATFORMS: openstax.org — Free textbooks (Rice University) /products: 67 textbooks, new AI homework system PageRank: 7.1 | Adoption: 5,200+ institutions pressbooks.com — Open publishing /products: New accessibility checker + H5P integration /pricing: Free (open source) or hosted at $1,000/yr COMMERCIAL PLATFORMS: articulate.com — Storyline/Rise /pricing: Moved to subscription: $1,399/yr per author /products: AI-powered slide generation feature h5p.org — Interactive content /products: 42 content types, new branching scenario /pricing: Free (open source) | /partners: All major LMS TREND: OER adoption up 34% — cost savings driving shift

8Accessibility Compliance Monitoring

AI agent monitors EdTech vendor domains for accessibility compliance signals — checking VPAT availability, WCAG conformance claims, and accessibility documentation to ensure all adopted tools meet institutional accessibility requirements and legal obligations.

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Audit Vendor Accessibility Posture
/compliance /docs /legal /support Web Filtering
EDTECH ACCESSIBILITY COMPLIANCE AUDIT ════════════════════════════════════════════════════════ AUDITED: 84 active EdTech vendor domains Vendor VPAT WCAG 2.1 A11y Page Score instructure.com Yes AA Yes 95/100 zoom.us Yes AA Yes 92/100 turnitin.com Yes AA Yes 90/100 tophat.com Yes A Partial 72/100 proctorio.com Old A No 48/100 FLAGGED: 12 vendors without VPAT, 8 with outdated VPATs ACTION: Send remediation requests to flagged vendors COMPLIANT: 64 of 84 vendors meet institutional requirements

9Video & Lecture Capture Platform Tracking

AI agent monitors video platform and lecture capture vendor domains to track feature evolution, AI capabilities, and institutional adoption trends — ensuring the institution uses best-in-class tools for recorded and live instruction delivery.

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Track Video Platform Evolution
/products /pricing /press OpenPageRank Personas
VIDEO & LECTURE CAPTURE PLATFORM LANDSCAPE ════════════════════════════════════════════════════════ panopto.com — Lecture capture + video CMS /products: New AI auto-captioning in 40 languages /products: Smart search — search inside video content /pricing: Per-user institutional licensing /press: Acquired by Symphony Technology Group PageRank: 6.2 kaltura.com — Video platform /products: AI-powered video quiz generation /pricing: Price increase 15% for 2026 renewals /partners: Deep LMS integrations (Canvas, Moodle, Sakai) yuja.com — Lecture capture + accessibility /products: Real-time ASL avatar for deaf students /pricing: Competitive — 20% below Panopto/Kaltura /careers: +45% hiring in AI/ML roles SIGNAL: Innovative features at lower cost — evaluate for switch

10EdTech Vendor Risk & Consolidation Tracking

AI agent monitors EdTech vendor domains for business health signals — tracking M&A activity, financial distress indicators, leadership changes, and product discontinuation signals to prevent disruption from vendor failures or acquisitions.

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Monitor EdTech Vendor Health Signals
/careers /leadership /press /investors OpenPageRank Domain Ages
EDTECH VENDOR RISK MONITORING — 84 ACTIVE VENDORS ════════════════════════════════════════════════════════ HIGH RISK (3 vendors): peardeck.com /leadership: CEO + CTO departed in same quarter /careers: Job postings dropped from 42 to 3 /press: No updates in 6 months /investors: Funding page removed RISK: HIGH — Begin migration planning to alternative flipgrid.com /products: Merged into Microsoft Teams — standalone ending ACTION: Transition to Teams integration or alternative MEDIUM RISK (7 vendors): proctoru.com — /careers: -40% | /press: quiet 4 months respondus.com — /leadership: Founder retirement announced LOW RISK (74 vendors): Stable signals across careers, leadership, and press pages Average PageRank trend: +0.3 (healthy growth)
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Generate EdTech Landscape Report

EdTech Intelligence Report — February 2026

EXECUTIVE SUMMARY ──────────────────────────────────────── EdTech vendors monitored: 84 active domains LMS platforms tracked: 28 domains AI education tools: 187 domains Vendor risk alerts: 3 high, 7 medium KEY INSIGHTS AI integration is the dominant trend — 78% of monitored vendors added AI features in the past 6 months. OER adoption up 34% across tracked institutions. 3 vendors flagged for high risk require immediate contingency planning. Recommend publishing approved AI tool list based on security/compliance domain scores.
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