Video quality engineering services

CoreVQ Services

Customize CoreVQ, integrate quality measurement into your workflow, or commission an OTT quality and encoding study.

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Service lines

Choose the required outcome

Every engagement defines its deliverables, acceptance criteria, schedule, technical boundaries, and handoff before work starts.

01 / Customization

Customize quality analysis

The team customizes CoreVQ when the standard Suite does not cover a required score, format, defect, or review workflow.

Details
  • Integrate a customer-selected or purpose-built AI-based quality score into CoreVQ results and exports
  • Add frame-level detection, classification, segmentation, OCR, content understanding, or specialized defect analysis
  • Support specialized media formats, metadata, test cases, score presentation, and operator workflows
  • Define model rights, inputs, outputs, confidence, coverage, validation evidence, performance, and provenance

Customer-specific implementation is delivered through Services. Reusable third-party plugin distribution remains subject to the planned SDK contract and applicable model licenses.

02 / Integration Services

Integrate quality workflows

The team builds the customer-specific system around CoreVQ measurements so quality results drive repeatable engineering and operational action.

Details
  • Combine CoreVQ and customer-selected scores into qualification rules, rendition ranking, anomaly triage, and encoding recommendations
  • Develop media intake, job orchestration, scheduling, evidence storage, reporting, dashboard, alerting, and escalation components
  • Build custom qualification tools, monitoring workflows, and operator views for the customer's product and organization
  • Engineer throughput, concurrency, latency, resilience, storage, and infrastructure cost for the required production scale

The deliverable is an implemented and qualified workflow with customer-specific logic, integration components, deployment guidance, and handoff. Embedding CoreVQ in a customer-distributed product requires a qualified SDK package and a separate written SDK agreement.

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03 / In-house Analysis

Optimize OTT quality and encoding

The analysis team runs a defined video-quality study using the customer's representative content, encoding choices, delivery constraints, and business objective.

Details
  • Compare codecs, encoder presets, resolutions, content classes, bitrates, and adaptive-bitrate ladders
  • Identify operating points that maximize measured QoE within bitrate, latency, compute, storage, and delivery-cost constraints
  • Measure quality-per-bit, analysis throughput, infrastructure demand, and scalability across the target content volume
  • Deliver reproducible evidence, findings, recommended configurations, and clearly stated operating limits

The customer receives a decision-ready engineering report or a repeatable analysis workflow for continued optimization.

Commercial outcomes

Pay for a defined engineering result

The statement of work connects the technical scope to a measurable operating or product decision.

Customization

Measure the required problem

Add the score, format, AI analysis, evidence, or workflow needed for the customer's use case.

Integration

Reduce repeated manual work

Place consistent measurements and evidence inside existing test, release, and operational workflows.

OTT analysis

Improve quality per delivered bit

Select encoding and ladder configurations using measured quality, cost, and performance trade-offs.

Scale

Meet the target operating volume

Measure and optimize throughput, infrastructure demand, and response time before deployment.

Engagement process

Scope, execute, hand off

  1. 01
    Define the decision

    Agree the media, workflow, target outcome, constraints, acceptance criteria, data handling, and commercial scope.

  2. 02
    Build or analyze

    Implement the customization or integration, or run the agreed in-house analysis with documented checkpoints.

  3. 03
    Deliver the result

    Provide the agreed software, evidence, report, recommendations, documentation, deployment guidance, and support handoff.