More reliable streaming Less operational effort

FOCUS discovers unusual playback patterns, investigates them automatically and notifies the responsible team when an Incident needs attention.

Across apps, devices, content and delivery. Start with suitable CDN logs, without a proprietary player SDK.

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From data to action

Start with your CDN logs

SPECTRA reconstructs playback sessions from suitable CDN logs. CMCD adds player-reported context where available.

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Get Incidents to the right team

Configure feeds to deliver validated Incidents as Alerts or Tickets through email, Slack, Teams or Jira.

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Find the issue hidden inside the average

An average can hide problems affecting a particular group. FOCUS discovers these patterns as Signals and investigates each one. In the audio example, failed secondary-language audio requests and matching player errors establish an Incident affecting HLS web playback.

Signal discovery Investigation Incident validation Alert or Ticket to the responsible team

Follow the audio investigation
  1. Discover the Signal

    FOCUS discovers an unusual playback pattern in a cohort using the same HLS stream and web player.

    The shared playback path gives the agents a specific Signal to investigate.

    HLS web playback Secondary audio

    An investigation scope, identified from what the affected sessions have in common.

  2. Investigate those sessions

    Agents connect failed secondary-language audio requests with matching player errors and the affected session sequence.

    The evidence supports an actionable Incident. The report identifies the audio path and prepares proposed next steps for Streaming Operations.

    Secondary-audio playback failure

    Signal
    Unusual playback failures in one HLS web-player cohort
    Request evidence
    Secondary-language audio segments return HTTP 404
    Playback impact
    Matching player errors and interrupted playback in affected sessions
    Incident assessment
    An actionable failure on the secondary-audio path
    Proposed next steps
    Restore secondary audio and verify HLS web playback
    Handoff
    Streaming Operations, through the configured Alert or Ticket feed
    Illustrative Incident report using a generalised audio example. No customer data.
    What the CDN log evidence adds

    Concrete log records for affected sessions give the responsible team the requests to inspect: which segment was requested, where it was served, its HTTP status and its transfer timing, where those fields are available.

    The product view above illustrates the linked evidence using a generalised audio example.

  3. Deliver the Incident as an Alert or Ticket

    Customer-configured feeds deliver the Incident summary, evidence and proposed next steps. Your team decides which operational change to make.

    See how Incident routing works
    Route to
    Streaming Operations, with packaging and web-player owners according to your feed configuration.
    Evidence in this example
    Secondary-audio requests returning 404, matching player errors and the linked playback sequence.
    Proposed next steps
    Restore secondary audio and verify HLS web playback.
  4. Verify the recovery

    After the team applies a fix, examine new sessions on the same audio and web-player path. Check that audio requests succeed and playback continues without the earlier errors.

    The same playback path Check recovery

    • Check audio delivery
    • Check playback errors
    Compare new sessions on the previously affected playback path.

More reliable streaming

Issues that could stay hidden are found, addressed and checked against playback data.

Less operational effort

Less manual investigation. Concrete evidence helps the responsible team get to a fix faster.

Hidden problems Evidence that led to action

Examples from customer deployments. Available telemetry and investigation methods varied by case.

Short sessions exposed a silent playback failure

Playback & application

An unusually short-session cohort led to additional player diagnostics. Protected subtitle handling was identified as the cause; corrected packaging restored playback.

Slow segments explained rebuffering

Delivery & upstream

Session analysis linked playback stalls to slow segment delivery on one CDN. Request-level evidence supported targeted provider-side changes and follow-up on playback behaviour.

Built for your streaming operations

Broadcasters & Streaming Services

Find hidden playback problems and coordinate fixes across apps, content and delivery providers.

For broadcasters and streamers

Telco TV & Video

Investigate quality across the apps, devices and delivery paths of your TV and video services.

For telco TV and video teams

CDNs & Infrastructure Platforms

Connect delivery behaviour with viewer impact, for your operations or customer offering.

For CDNs and platforms

Start with a focused proof of concept

Agree the first scope, connect the relevant data and evaluate the findings with your team. Expand from there, with optional professional services for issue follow-up and longer-term improvements.

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