Quick Reference Guide: Market Data & Technology Sources
Purpose: Easy-access resource list with URLs and descriptions
Audience: Sales, Marketing, Product, Executive Teams
Version: 1.0
Date: January 19, 2026
1. Market Size & Industry Reports
Enterprise Video Market
MarketsandMarkets - Enterprise Video Market Report
📊 Market size: $21.8B (2024) → $35.8B (2029), 8.6% CAGR
🔗 https://www.marketsandmarkets.com/Market-Reports/enterprise-video-market-1182.html
📝 Most cited source for enterprise video market forecasts
Mordor Intelligence - Enterprise Video Market Analysis
📊 Market size: $26.32B (2025) → $42.95B (2030), 10.3% CAGR
🔗 https://www.mordorintelligence.com/industry-reports/enterprise-video-market
📝 Comprehensive regional breakdown and vertical analysis
Straits Research - Enterprise Video Market Growth Report
📊 Market size: $22.98B (2024) → $55.32B (2033), 9.82% CAGR
🔗 https://straitsresearch.com/report/enterprise-video-market
📝 Long-term projections through 2033
Verified Market Research - EVCM Market Forecast
📊 Market size: $16.39B (2024) → $35.99B (2031), 9.1% CAGR
🔗 https://www.verifiedmarketresearch.com/product/enterprise-video-content-management-market/
📝 Focus on video content management subsegment
Video Content Management (EVCM) Specific
Global Newswire - EVCM Market Report to 2030
📊 Market size: $15.7B (2023) → $29.1B (2030), 9.2% CAGR
🔗 https://www.globenewswire.com/news-release/2024/11/18/2982693/28124/en/Enterprise-Video-Content-Management-EVCM-Market-Report-Forecast-to-2030
📝 Corporate communications applications: $17B by 2030
DataM Intelligence - United States EVCM Market
📊 Global market: $13.2B (2022) → $29.6B (2030), 10.2% CAGR
🔗 https://www.openpr.com/news/4227101/united-states-enterprise-video-content-management-market-ai
📝 Focus on AI integration and training applications
Maximize Market Research - EVCM Global Industry Analysis
📊 Market size: $13.2B (2023) → $39.26B (2030), 9.10% CAGR
🔗 https://www.maximizemarketresearch.com/market-report/global-enterprise-video-content-management-market/24865/
📝 Detailed application breakdown (training, communications, marketing)
Regional Markets
Future Market Insights - North America Enterprise Video
📊 North America: $19.3B (2025) → $53.3B (2035), 10.7% CAGR
🔗 https://www.futuremarketinsights.com/reports/north-america-enterprise-video-market
📝 Fastest regional growth, driven by hybrid work adoption
2. Learning & Development (L&D) Market Intelligence
L&D Trends & ROI
Educate Me - Top 10 L&D Trends in 2025
📊 12% increase in L&D budgets (Gartner 2024)
🔗 https://www.educate-me.co/blog/learning-and-development-trends
📝 AI personalization, microlearning, data-driven ROI measurement
eLearning Industry - ROI Metrics That Matter in 2025
📊 Focus on performance delta vs. learning activity metrics
🔗 https://elearningindustry.com/training-roi-metrics-that-actually-matter
📝 Time to competence, KPI impact, H.P.003-SKILLS development tracking
Bridge LMS - Prove the ROI of L&D With 58 Stats
📊 68% of organizations report tangible upskilling benefits
🔗 https://www.getbridge.com/blog/lms/proving-roi-learning-development-stats/
📝 High-performing L&D pros 1.3x more likely to reduce training costs
Continu - Corporate eLearning Statistics 2025
📊 Corporate eLearning market: $245.5B (2022) → $462.6B (2027), 13% CAGR
🔗 https://www.continu.com/research/corporate-elearning-statistics
📝 AI investments yield 20-30% cost savings in L&D operations
Intellum - 7 Ways to Measure ROI of L&D
📊 Actionable metrics: ramp time, performance lift, error reduction
🔗 https://www.intellum.com/resources/blog/roi-of-learning-and-development
📝 Practical measurement frameworks for L&D leaders
Udemy Business - 5 Ways to Show L&D Program ROI
📊 398% increase in employees upskilled with modern platforms
🔗 https://business.udemy.com/blog/roi-learning-business-outcomes-examples/
📝 Real customer case studies with quantified business outcomes
SHRM Labs - Measuring Training Initiative ROI
📊 Brandon Hall: 82% retention improvement with strong onboarding
🔗 https://www.shrm.org/labs/resources/measuring-the-roi-of-your-training-initiatives
📝 Calculate dollar impact of reducing turnover, errors, onboarding time
Velsoft - 2025 Super Trends for L&D
📊 Maersk slashed L&D costs by 45% with AI-powered Learning Hub
🔗 https://blog.velsoft.com/2025/02/13/2025-trends-learning-and-development/
📝 AI automation, strategic alignment, H.P.003-SKILLS-based learning
Docebo - Learning & Development Trends for 2025
📊 Soft H.P.003-SKILLS training, microlearning, AI-powered personalization
🔗 https://www.docebo.com/learning-network/blog/learning-development-trends/
📝 Learning in flow of work, upskilling priorities
Seertech - 5 Learning Technology Trends to Watch in 2025
📊 Brandon Hall: 77% improved customer relations, 35% reduced support costs
🔗 https://www.seertechsolutions.com/learning-technology-industry-trends-2025/
📝 AI-driven learning, OJT optimization, ROI-focused solutions
3. AI Video Analytics Competitors & Technology
Surveillance & Security Analytics (Not Direct Competitors)
Coram AI - 11 Best AI Video Analytics Companies
🏢 Coram, Eagle Eye, Gorilla, Genetec, IntelliVision
🔗 https://www.coram.ai/post/best-ai-video-analytics-companies
📝 Cloud-based surveillance, real-time alerts, object detection
Spot AI - 7 Best AI Video Analytics Companies in 2025
🏢 Spot AI, Eagle Eye, Gorilla, IntelliVision, BriefCam
🔗 https://www.spot.ai/blog/best-ai-video-analytics-companies
📝 Camera-agnostic systems, smart surveillance, security focus
Lumana AI - Best AI Video Analytics Solution for 2025
🏢 Lumana, Genetec, Camio, Gorilla, Eagle Eye
🔗 https://www.lumana.ai/blog/the-best-ai-video-analytics-companies-in-2025
📝 Behavioral analysis, object recognition, enterprise deployments
Memories.ai - 11 Best AI Video Analytics Companies
🏢 Memories.ai, Genetec, BriefCam, Verint
🔗 https://memories.ai/blogs/11_Best_AI_Video_Analytics_Companies
📝 Visual memory layer, threat detection, personnel tracking
Get Safe and Sound - 10 Best AI Video Analytics Companies
🏢 Spot AI, BriefCam, Avigilon, Vaidio AI, Deep Vision AI
🔗 https://getsafeandsound.com/blog/ai-video-analytics-companies/
📝 Comprehensive comparison with industry focus areas
Emergen Research - Top 10 Companies in Video Analytics Market
🏢 IBM, Hikvision, Avigilon (Motorola), Axis, Honeywell
🔗 https://www.emergenresearch.com/blog/top-10-companies-in-the-intelligent-video-analytics-market
📝 Enterprise leaders, revenue analysis, market positioning
Content Analysis Tools (Direct Competitors)
Focal ML - AI Video Analysis Tools for Content 2025
🏢 Google Gemini Video, Moments Lab MXT-2, Azure Video Indexer
🔗 https://focalml.com/blog/ai-video-analysis-tools-you-can-use-in-2025-for-content-breakdown/
📝 Creative content, YouTube videos, media production H.P.006-WORKFLOWS
Labellerr - Video Analytics Tools 2025
🏢 Labellerr, Amazon Rekognition, Google Cloud Video Intelligence
🔗 https://www.labellerr.com/blog/video-intelligence-tools/
📝 90% faster AI model training, custom business needs
Magic Hour AI - Top 6 AI Tools for Video Analysis
🏢 Insight7, Google Cloud, AWS Rekognition, Clarifai, Azure
🔗 https://magichour.ai/blog/top-6-ai-tools-for-video-analysis
📝 Customer interactions, surveillance, media H.P.006-WORKFLOWS
Memories.ai Platform
🏢 Visual memory for video search and understanding
🔗 https://memories.ai/
📝 Large visual memory model, video search/summarization/editing
4. Vision Language Models (VLM) & Multimodal AI
VLM Benchmarks & Comparisons
BentoML - Open-Source Vision Language Models 2026
🤖 Qwen3-VL, GLM-4.6V, Molmo, InternVL3
🔗 https://www.bentoml.com/blog/multimodal-ai-a-guide-to-open-source-vision-language-models
📝 State-of-the-art open-source alternatives to GPT-4V, Gemini, Claude
Label Your Data - How Vision Language Models Work
🤖 GPT-4o, Gemini 2.5 Pro, Claude 3.7 Vision, Qwen 2.5-VL-72B
🔗 https://labelyourdata.com/articles/machine-learning/vision-language-models
📝 Architecture deep dive: Vision encoder, projection layer, LLM decoder
Novita AI - Top 5 Vision Language Models 2025
🤖 Gemini 2.5 Pro, Qwen 2.5-VL-72B, GPT-4o, Claude 3 Sonnet, Llama 4 Scout
🔗 https://blogs.novita.ai/top-5-vision-language-models/
📝 Benchmarks, cost comparison, API access for open-source models
Code-B Dev - Vision LLMs: Architecture and Use Cases
🤖 GPT 5, Gemini 2.5 Pro, Claude 4, Llama 3.1, Qwen, Mistral
🔗 https://code-b.dev/blog/vision-llm
📝 Enterprise applications, safety considerations, deployment options
Promptitude - 2025 AI Language Models Comparison
🤖 GPT-5, GPT-4, Claude, Gemini, Sonar, Grok
🔗 https://www.promptitude.io/post/ultimate-2025-ai-language-models-comparison-gpt5-gpt-4-claude-gemini-sonar-more
📝 Multimodal capabilities, long context windows, pricing
QVision - GPT-4 Vision vs Gemini vs Claude in 2025
🤖 GPT-4V vs Gemini vs Claude multimodal comparison
🔗 https://qvision.space/blog/gpt-4-vision-vs-gemini-vs-claude-which-multimodal-llm-wins-in-2025
📝 Security integration, AI perception systems, performance analysis
Academic Benchmarks & Research
MMMU Benchmark - Expert-Level Multimodal Understanding
🎓 GPT-4V: 56% accuracy, Human: 88.6% accuracy
🔗 https://mmmu-benchmark.github.io/
📝 11.5K college-level multimodal questions across 6 disciplines
MiniGPT4-Video Project
🎓 4-20% improvement over GPT-4V on video benchmarks
🔗 https://vision-cair.github.io/MiniGPT4-video/
📝 Multimodal LLM for temporal visual and textual video understanding
MM-VID: Advancing Video Understanding with GPT-4V
🎓 Video-to-script generation for hour-long content
🔗 https://multimodal-vid.github.io/
📝 Character movements, dialogue, multimodal comprehension
GitHub - Awesome-LLMs-for-Video-Understanding
🎓 100+ Vid-LLMs, 15 benchmarks, comprehensive survey
🔗 https://github.com/yunlong10/Awesome-LLMs-for-Video-Understanding
📝 Latest papers, codes, datasets on video LLMs
5. Technology Documentation
Core Technologies
OpenAI Whisper API Documentation
⚙️ Speech-to-text transcription, 92%+ accuracy
🔗 https://platform.openai.com/docs/guides/speech-to-text
📝 Official API docs, pricing $0.006/minute
Anthropic Claude Vision API
⚙️ Multimodal understanding, $0.004/image
🔗 https://docs.anthropic.com/claude/docs/vision
📝 Image analysis, OCR, content classification
LangGraph Documentation
⚙️ Multi-agent workflow orchestration
🔗 https://python.langchain.com/docs/langgraph
📝 State management, parallel execution, error recovery
FFmpeg Official Documentation
⚙️ Video/audio processing, scene detection
🔗 https://ffmpeg.org/documentation.html
📝 Industry-standard multimedia framework
yt-dlp GitHub Repository
⚙️ Video download from 1000+ platforms
🔗 https://github.com/yt-dlp/yt-dlp
📝 Open-source, actively maintained, enterprise-ready
6. Use This Guide
For Sales Teams
- Market Size: Use MarketsandMarkets ($35.8B by 2029) in pitch decks
- ROI Stats: Quote Udemy (398% increase in upskilled employees)
- Competitors: Reference surveillance companies as "not solving content understanding"
For Product Teams
- Technology Choices: Review VLM comparisons (Claude vs GPT-4V)
- Benchmarks: Use MMMU scores to validate model selection
- Trends: Monitor L&D trends for feature prioritization
For Marketing Teams
- Market Data: Create infographics from market size reports
- Case Studies: Adapt L&D ROI statistics to our context
- Thought Leadership: Reference academic research for credibility
For Executive Teams
- Business Case: Lead with market size ($450M SAM) and growth (10%+ CAGR)
- Validation: Point to multiple independent sources confirming market
- Differentiation: Use competitor analysis to show unique positioning
7. Quick Stats Cheat Sheet
Market
| Stat | Value | Source |
|---|---|---|
| Enterprise Video Market (2025) | $26.3B | Mordor Intelligence |
| EVCM Market (2030) | $29.6B | DataM Intelligence |
| North America Growth CAGR | 10.7% | Future Market Insights |
| Corporate eLearning Market (2027) | $462.6B | Continu |
Learning & Development
| Stat | Value | Source |
|---|---|---|
| L&D Budget Increase (2024) | +12% | Gartner via Educate Me |
| GenAI Adoption in L&D | 65% | Velsoft |
| AI Cost Savings Potential | 20-30% | Continu |
| Maersk L&D Cost Reduction | 45% | Velsoft |
| Upskilling Increase (Udemy) | 398% | Udemy Business |
Technology
| Stat | Value | Source |
|---|---|---|
| GPT-4V Expert Task Accuracy | 56% | MMMU Benchmark |
| Claude Vision Cost | $0.004/image | Anthropic |
| Whisper API Cost | $0.006/min | OpenAI |
| MiniGPT4-Video Improvement | 4-20% | Vision-CAIR |
How to Keep This Updated:
- Review quarterly for new market reports
- Update VLM benchmarks monthly (fast-moving field)
- Add new competitors as they emerge
- Validate URLs quarterly (check for 404s)
Last Updated: January 19, 2026
Next Review: April 19, 2026