Free Whitepaper

AI in the AV Stack:
What Delivers Real
Value in EdTech
Learning Environments

See how education teams can evaluate AI-enabled classroom AV around real instructional needs, measurable value, and rollout readiness.

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AI is already in the
classroom AV stack. Proving
value is the hard part.

AI is showing up in everything from lecture capture and live transcription to intelligent cameras and classroom analytics. But more technology doesn’t necessarily mean more value. The challenge for K-20 leaders is knowing where AI can make a meaningful difference, which use cases to prioritize, and how to measure the results.

Adoption is growing

57%

of K-12 districts already use AI operationally, yet only 5% say it’s solving operational issues.

CoSN member survey, 2025

ROI is still unclear

29%

of higher ed CTOs say their AI investments met or exceeded expected ROI. Half say returns are unclear or below expectations.

Higher ed CTO survey, 2026

Use cases decide success

12%

of districts have clear direction for AI oversight. The gap isn’t the technology — it’s defining the problem first.

CoSN member survey, 2025

Inside the whitepaper

What You’ll Learn

Where AI-enabled AV provides the clearest classroom value

The use cases with the strongest instructional and operational payoff.

How to define the problem before evaluating tools

Start with the classroom need, then measure every tool against it.

What to review around privacy, cost, interoperability, and support

The criteria that separate a good fit from a costly mismatch.

Why small pilots can reduce rollout risk

Test in a few rooms, gather evidence, then decide what scales.

How to involve educators before scaling district-wide

Teacher input early builds the trust that drives real adoption.

AI in the AV Stack whitepaper pages

9-page whitepaper

About The Whitepaper

This whitepaper helps K-20 leaders look beyond AI features and focus on the classroom problems, evaluation criteria, and rollout decisions that shape whether AI-enabled AV delivers value.

  • AI adoption in K-20 classrooms
  • Edge AI vs. Cloud AI
  • Total cost of ownership
  • Teacher support and pilot planning
  • High-value AV use cases
  • Privacy and governance
  • Interoperability and openness
  • Built for EdTech, AV, and academic leadership teams
Download The Whitepaper

Practical use cases

Where AI-Enabled AV Can Help

The strongest results come from tools tied to a clear classroom need, not the longest feature list.

Educator presenting next to a classroom display showing captions

Live captioning and transcription

Makes lectures accessible in real time and gives every student searchable notes to review.

Teacher holding a tablet in class

Speaker tracking and intelligent cameras

Keeps the instructor in frame so remote and hybrid students can follow along naturally.

Classroom audio enhancement

Audio enhancement

Evens out voice levels and reduces room noise so every seat can hear clearly.

Students raising hands in a classroom

Occupancy analytics

Shows how rooms are actually used to guide scheduling, upgrades, and space planning.

Educator presenting AI Literacy for Educators

Why Bluum

Bluum helps K-20 institutions design and deploy technology that supports teaching, learning, and long-term adoption. With more than 30 years in education, Bluum works with schools across classroom AV, cybersecurity, devices, lifecycle services, and networking.

Classroom AVCybersecurityLifecycle ServicesNetworking

Ready To Explore AI-Enabled AV Solutions For Your Learning Environment?

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