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Quality Intelligence

vxQuality System

Your viewers don’t care about bitrate. They care about picture quality. vxQuality System is the only broadcast-native platform that measures, predicts and controls quality in real time — autonomously, on every channel, every frame.

AI Inference on Real Broadcast SignalsClosed-Loop with vxTranscoderNo Cloud DependencySub-Millisecond DecisionsOn-Premise
20%
Bandwidth saving
Proven in production
<1ms
Quality prediction latency
Closes inside the encoder
97%
Prediction accuracy
vs. Full VMAF
Cloud dependency
Always on-premise

Quality as a Product.

The Problem We Solve

Static profiles guess. vxQuality knows.

Bitrate allocation shouldn’t be a one-size-fits-all guess. Here’s what changes when quality becomes measurable.

Today — Without vxQuality

  • Bitrate set by static profiles — regardless of scene complexity
  • Quality issues discovered by viewers, not by the system
  • Full VMAF takes seconds — too slow for live control
  • No quality baseline for SLA reporting or capacity planning
  • Bandwidth wasted on easy content; hard scenes starved of bits

With vxQuality System

  • Bitrate follows scene complexity — automatically, per channel
  • Quality degradation detected before viewers notice
  • AI prediction under 1ms — loop closes inside the encoder
  • Continuous VMAF-equivalent scores for every channel, every frame
  • Spare bandwidth reallocated in real time to where it matters

Broadcast and OTT. Real-time prediction and closed-loop control.

Core Business Benefits

Where the savings come from.

Four outcomes vxQuality System delivers from day one — no infrastructure change required.

Cut Transmission Costs Without Touching Quality

Static profiles over-provision bitrate for simple scenes to protect complex ones. vxQuality System suggests how to relocate bitrate — freeing capacity during low-complexity content and redirecting it precisely when needed. The bandwidth bill drops. Picture quality stays.

20% bandwidth reductionProven in production

Deliver Objectively Better Picture Quality

Sports action, film grain, dark scenes — the system sees them before the encoder does and suggests changes or pre-allocates (with vxTranscoder) the bits needed. No more macro-blocking on a stadium crowd or banding in a cinema close-up. Every scene gets exactly what it needs.

VMAF uplift on complex contentVisible, measurable, provable

Monitor Quality Across Your Entire Output

Continuous VMAF-equivalent scoring on every channel — broadcast, OTT, and HLS/DASH delivery simultaneously. Quality SLAs become contractual commitments backed by data. Compliance reports, not guesswork.

Per-channel quality historySLA dashboardsAnomaly alerts

No Infrastructure Change Required

vxQuality System integrates directly with the StreamVX transcoder and StatMux pipeline or can run as a standalone monitoring tool. No cloud subscription. Runs on a single server handling multiple channels simultaneously at negligible load.

1-day deploymentZero per-impression feesData stays on-prem
Proof Point

One measurement. One clear decision.

Differential analysis between source and transcoded output shows exactly where bitrate can be safely reduced — and where it can’t.

IdenticalH.264/AVC  ·  1920×1080  ·  25 fps  ·  progressive
ChangedBitrate 7.5 → 6.0 Mbps (−1.5, −20%)  ·  VMAF 97.99 → 97.85 (−0.14)
“The result of our measurement proves that there is no reason to keep high 7.5 Mbps bandwidth. 6 Mbps is enough to keep the profile in the setup equally high and efficient.”
20%
Bandwidth Savings
0
Per-Viewer Fees, Cloud Invoices or Vendor Lock-In
Never
Inside the Product

Real channels. Real scores. No mockups.

The vxQuality System console — prediction and measurement side by side on live channels, with the latency gap that separates them, exactly as your engineers will see it.

live monitoring — pvmaf vs vmaf
vxQuality System live console: two channels side by side with predicted VMAF at 0 ms against measured VMAF at 605 ms and 472 ms, quality-over-time charts and the resulting speed advantage
Customer Use Cases

Proven across the operator stack.

Three scenarios where vxQuality System turns picture quality from a guess into a measured, contractual guarantee.

AI illustration
01
ABR Ladder Control

ABR Ladder Control

An operator with 280 channels in ABR OTT/IPTV deployment wants to make sure the bandwidth in the ABR transcoding ladder is allocated reasonably, using bandwidth optimally without compromising quality.

Pay TV Operator
18–25% total bandwidth saving
Zero viewer complaints on sport
Why It Matters

The question is no longer whether you can afford to measure quality.

The question is whether you can afford not to — when your competitors already are.

Get Started

From proof of concept to contractual SLA.

No slide decks. A direct technical path from first measurement to a signed quality commitment.

1

Proof of Concept

We deploy on your infrastructure and deliver a quality baseline report for your channels within 2 weeks.

2

Channel Quality Audit

Per-channel VMAF baseline · encoding efficiency analysis · recommended profile ladder adjustments · bandwidth saving estimate.

3

Talk to an Engineer

No slide decks. A direct technical conversation about your channel mix, codec stack, and quality goals.

contact@streamvx.com
Quality SLA

What you can offer your customers.

Turn picture quality into a contractual metric — with defined thresholds and a reporting cadence your customers can rely on.

SLA Metric
What vxQuality Measures
Alert Threshold
Reporting
Perceptual Quality Score
VMAF-equivalent per channel per frame
Drop below 75 → immediate alert
Hourly / daily export
Quality Consistency
Standard deviation of VMAF across 24h window
Variance spike → degradation flag
Trend dashboard
Encoding Efficiency
VMAF per Mbit — quality per bit spent
Efficiency drop → profile review
Per-channel weekly report
Peak Scene Quality
Minimum VMAF during high-complexity segments
<65 on sport/live → bitrate boost
Event-based log
Delivery Integrity
Quality at HLS/DASH output vs. encoder output
CDN degradation detected instantly
Real-time stream scoring
Why vxQuality System

Competitive advantages.

How vxQuality System compares to StatMux vendors and standalone monitoring tools.

Capability
vxQuality System
StatMux Vendors
Monitoring Vendors
Real-time closed-loop control
✓ StatMux integrated
✗ Separate product
✗ Monitoring only
All codecs (MPEG-2, AV1, HEVC, AVC, H.264)
✓ Full codec matrix
⚠ AVC FHD only
⚠ Varies by vendor
Quality score without source
✓ NR model (OTT/CDN)
✗ Not available
⚠ Limited
On-prem · no cloud fees
✓ Fully on-prem
⚠ SaaS option
⚠ Often cloud-based
AVQT (Apple perceptual score)
✓ Roadmap Q3 2026
✗ Not supported
✗ Not supported

READY?

Let's talk
Measure what actually matters.

Talk to an engineer about your channel mix, codec stack, and quality goals — no slide decks, no generic pitch.