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Digital Rights Enforcement

How we take an operation apart.

Discovery, detection and enforcement across a whole pirate operation, end to end. Every stage automated, every stage supervised.

27M+Infringing actions detectedAcross 712 networks in a single season
10M+AI-validated evidencesEvery one confirmed before enforcement, per season
7.5M+URLs detectedPer season, across every delivery method
856Live events protectedPer season, plus 2,178 on-demand titles

Randy labs operational data. All figures are per season.

01  Discover

A matchday starts with the targets already known.

Detection is not the first step. Long before a feed goes live, agents are working the places where access is sold and shared, mapping the services and the infrastructure behind them.

Between events

Patient intelligence

  • The places access is sold and shared are watched continuously
  • New services are found and profiled before they matter
  • The infrastructure and supply chain behind an operation is mapped
  • Targets are ranked by the damage they actually cause

During the event

Real-time response

  • Every delivery method monitored at once, live
  • Evidence captured the moment infringement is confirmed
  • Enforcement triggered automatically, without waiting on a person
  • Priorities reordered as the picture changes

Investigations

The network behind the stream, mapped.

Autonomous investigation agents work between events: finding new services, profiling each one as a business, and mapping the suppliers, resellers and infrastructure each depends on, including how that infrastructure moves and persists across a season. By matchday, the operation is already understood.

Operation map Monitoring
SupplierSupplierSupplier•••••••••••••••••••••••Service•••••••••• · profiledResellerResellerResellerReseller

Every node is profiled as a business: what it sells, how it distributes, and what it depends on.

Representative operation. Identifiers masked, structure illustrative.
  • New services discovered and profiled without manual searching
  • Each operation understood as a business: offer, pricing, distribution
  • Supply chains and reseller networks mapped, not just endpoints
  • Targets ranked by the damage they actually cause
  • How infrastructure moves and persists, tracked across the season
  • Intelligence feeding directly into matchday enforcement

02  Detect

Proving the content is yours.

Watermarking and fingerprinting break the moment a stream is re-encoded, which is why legacy tooling misses so much. Our models read the broadcast the way an analyst would, so there is nothing to strip out and nothing to compare against.

Two patents pending

We prove a stream is yours without ever seeing your feed.

The models assess the broadcast across several independent dimensions at once, and a detection only stands when those readings agree. That is what holds the false-positive count at zero, and it is why altering or re-encoding a stream does not defeat it.

Coverage

Full spectrum, or it is not coverage.

Most vendors own one vector and leave the rest to somebody else. Every route a live feed can take is monitored here, by the same platform, in the same operation.

01
Web streaming
Sites hosting or linking to unauthorised content, traced back to the source that serves them.
02
IPTV sharing
Access shared through open channels, identified and evidenced at source.
03
IPTV selling
The commercial operations selling access, profiled and evidenced as businesses.
04
Applications
Applications redistributing live feeds, wherever they are published.
05
CDN leeching
Unauthorised redistribution of a legitimate feed at the edge.
06
Card sharing, P2P and debrid
The redistribution routes that sit outside conventional streaming.

A takedown is not the end of the conversation. It is the start of one.

03  Enforce

The agent argues back. Your team does not have to.

Intermediaries dispute, stall, and demand proof. Our rebuttal agents answer them in real time in the same thread, which is what keeps roughly 52,000 reports a matchday moving with nobody in the loop.

~52Kinfringement reports issued per matchday
Same eventenforcement lands while the fixture is still running
100%of infringement reporting runs without manual handling
  1. 01

    Report issued

    Routed to the right intermediary automatically, in the right form.

  2. 02

    Rebuttal agent replies

    Pushback answered in real time, in the same thread, without a person involved.

  3. 03

    Confirmed down

    Stream blocked, compliance recorded, evidence preserved for the case file.

Enforcement thread
  1. Report issuedRL-2026-•••••

    Infringement report delivered to the responsible intermediary, evidence attached.

  2. ••••••••••provider

    Disputes the notice and requests further proof of rights and infringement.

  3. Rebuttal agentsame thread

    Responds with the case restated and the evidence record, without escalation to a human.

  4. ••••••••••provider

    Confirms the content has been removed.

  5. Closedcompliance recorded

    Outcome logged against the intermediary, evidence preserved for the case file.

The thread opens, argues and closes without a person touching it.

Representative thread. Identifiers masked, wording generalised.

We report everything. We enforce what matters.

A pirate service is never one address. It is an operation with suppliers, resellers and shared infrastructure behind it. We understand that architecture before we act, so enforcement lands where it actually costs the operator something, rather than on whichever address happened to be visible.

Arion

Blocking that knows what it is about to break.

Arion is our enforcement gateway. Every request is assessed before anything executes, so action is taken at the scale a live event needs without ever putting legitimate services at risk. Rights holders get speed and precision at once.

Intermediary compliance Tracking
••••••••••97%Compliant
•••••••92%Compliant
•••••••••88%Compliant
••••••76%Compliant
••••••••31%Escalated

Every report is followed to an outcome. Intermediaries that ignore notices are escalated, with the record to support it.

Representative interface. Identifiers masked, figures illustrative.
  • Enforcement decisions taken automatically at matchday scale
  • Legitimate services protected as a hard guarantee, not a setting
  • Human oversight retained where judgement is required
  • Works with static, dynamic and live injunction regimes
  • Per-intermediary compliance tracked and evidenced
  • Exportable records for regulatory and legal proceedings

What one fixture actually costs.

A single two-hour live event generates this much work. Every stage is automated, because at these volumes there is no other option.

  1. 01
    10,000+Piracy leadsSurfaced by autonomous crawlers and agents
  2. 02
    14,000+EvidencesCaptured and AI-validated
  3. 03
    50,000+Flagged IPs and URLsResolved, enriched, and risk-scored
  4. 04
    18,000+Enforcement actionsNotices, blocks, and takedowns issued
168-247 analysts would be needed to process one two-hour fixture by hand, at the same volume and compliance rate.

Manual work should be complementary. Content protection needs the intelligence and the scale of machines.

Based on observed handling times of 12 seconds per lead, 30 seconds per evidence, 15 seconds per URL and IP, and 20 seconds per action.

Results

What changes after we are switched on.

Two figures from live deployments with major rights holders, measured against what their previous supplier delivered.

Before: dozens of blocks per match

Thousands of blocks per match, zero overblocking.

A rights holder whose previous infrastructure capped what it could detect, and therefore what it could block, in real time.

Before: most notices went unanswered

Notices that used to go cold now complete.

The same intermediaries, the same notices. The difference is rebuttal agents answering the pushback instead of the report being left to expire.

Report

Evidence, not screenshots.

Every action produces a structured, auditable record with the chain of custody intact, because a takedown that cannot be proved is not worth much when a case reaches court.

RL-EVD-2026-04847Court-ready
Broadcaster
Identified
Match type
Audio and visual
Servers traced
Three, two jurisdictions
Takedown
Completed
Content match confidence99.7%

Illustrative record. Not live case data.

Game-week reports

Detection, enforcement, and outcomes after every fixture.

Ecosystem mapping

Quarterly view of the intermediaries carrying infringing traffic.

Licensee assessments

Security reviews that show where a legitimate feed is leaking.

Witness statements

Signed statements and court attendance when a case proceeds.

Protection runs the whole match.

Piracy does not wait for kick-off. Coverage starts before the feed goes live and does not stop until the evidence is filed.

Live event operations Live
10,412
Leads surfaced
14,206
Evidences validated
18,377
Actions issued
Live
Fixture status
Detection feed
Recent detections during the event
Infringing stream••••••••••.tvBlocked
Infringing stream•••••••.•••Reported
Infringing stream••••••••.•••Escalated
Infringing stream•••••••••.apkBlocked
Infringing stream••••••••••.••Blocked
Representative interface. Identifiers masked, volumes illustrative.
  1. Pre

    Before kick-off

    Groundwork done in advance, so nothing starts from cold at kick-off.

  2. Live

    During the match

    Detection to disruption in real time, across every delivery method at once.

  3. Half

    Half-time

    Effectiveness assessed continuously and effort moved to where it counts.

  4. Post

    After full time

    Evidence preserved, reports issued, intelligence fed back into detection.

Automated, never unattended.

Detection and enforcement run without human intervention, but never without human oversight. Every fixture has named specialists on the line in real time, and a direct channel to them throughout.

  • Digital rights

    An enforcement specialist watching the fixture as it runs.

  • Artificial intelligence

    Model supervision and continuous precision tuning.

  • Networks

    Blocking infrastructure and connectivity through the event.

Ready to protect your content?

Talk to the team that runs enforcement on live sport every week.

Infinite innovation,
limitless possibilities.

Content protection, compliance, and intelligence.

Address

Ideia Atlântico
Braga, Portugal

Co-financed by

Randy labs research and development is co-financed by the European Union through Portugal 2030 and the Recovery and Resilience Plan.

Lisboa 2030, COMPETE 2030, Portugal 2030 and Co-financed by the European UnionPRR Plano de Recuperacao e Resiliencia, Republica Portuguesa, and Financed by the European Union NextGenerationEU

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