Media

MXStudio – AI that cut down 7-figure media licensing costs

Domain-specific AI that eliminated seven-figure licensing costs, automated broadcast QC end-to-end, and delivered sub-second search across tens of millions of assets.

The Problem

  • A leading media operations business was running on legacy asset management infrastructure that could no longer keep pace. Licensing costs exceeded $220,000 annually. Quality control was manual — frame-by-frame, spreadsheet-driven, and headcount-dependent.Semantic Search across a growing archive of millions of assets took minutes. Delivery validation against broadcaster specifications required human review at every stage.
  • The cost was compounding. The risk was real. The platform wasn’t going to fix itself.

    • Our Solutions

  • Navtech built MXStudio — a domain-specific AI platform designed from the ground up for media operations.
  • Rather than adapting a generic AI tool, we deployed purpose-built models optimised for broadcast content: visual intelligence for subtitle detection, credits recognition, and content classification; audio intelligence for multi-language transcription; and an autonomous QC engine that validates delivery specifications without human intervention.
  • The underlying data infrastructure was re-architected to support massive-scale search with sub-second response times, replacing a legacy system that required expensive third-party licensing and delivered a fraction of the performance.
  • The platform is fully owned by the client. No vendor dependency. No licensing ceiling. No roadmap risk.
    • Metrics
    Before
    With MXStudio
    Annual software licensing
    QC process
    Search across archive
    $220,000+
    Manual
    Minutes
    $0 (owned platform)
    Fully automated
    Sub-second (was minutes)
    Metrics
    • Annual software licensing
    • QC process
    • Search across archive
    Before
    • $220,000+
    • Manual
    • Minutes
    With MXStudio
    • $0 (owned platform)
    • Fully automated
    • Sub-second (was minutes)
    • 73%+ cost reduction ($220K+ annual savings). GPU-accelerated processing handles content volume growth without proportional headcount increases. Automated broadcaster-specific validation catches specification mismatches before delivery, reducing rejection rates and protecting revenue.

    Why It Works

    • Legacy platforms fail because they were never designed for modern AI. MXStudio succeeds because it was built AI-first — every component purpose-built for the specific task it performs, not adapted from a generic toolkit.
    • The result is accuracy and processing speed that off-the-shelf solutions can’t match, with full data sovereignty from day one. No content leaves the client’s infrastructure.
    • No third-party cloud processing. No vendor roadmap holding back future capability.
    • And because the platform is fully owned, the economics compound in the client’s favour — year after year, as content volume grows and requirements evolve, without a licensing invoice to match.
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