AI sports advertising.
Stoppages and substitutions become ad inventory.

AI sports advertising is the practice of placing ads on the broadcast picture automatically, driven by what is happening in the match. Point Media Tech's ScoreCast-AD reads the feed with computer vision, detects stoppages, dead balls, substitutions and standout plays, then fires on-screen overlays, scoreboard sponsorships and transition ads after a highlight, with SCTE-35 cues emitted in parallel. In a major sports channel's 2026 WBC broadcast, average trigger latency was 0.8 s.

<50 msEvent detection latency

4+Mainstream sports

AIComputer vision engine

SCTE-35Auto cue trigger

Illustrative: the match console. The boxes on the picture are what the model is reading right now — the score bug, the goal event at 0.96 confidence, the replay wipe — and the dashed rectangles are where the ad will actually land, inside the frame rather than in a break. The rule panel on the right is the whole operating model: when this event fires above this confidence, place this creative, then wait out the cooldown.

The model reads the frame —
and the ad lives inside it.

Point Media Tech's ScoreCast-AD match console draws what the model is reading directly onto the picture — score bug, goal event, replay wipe — while the dashed rectangles mark where the ad actually lands. The rule panel on the right is the entire operating logic.

From operators monitoring breaks by hand
to AI event detection — a step change in sports monetization.

ScoreCast-AD moves sports ad triggering from control-room judgement to AI that follows the match. Legacy sports advertising: a control-room operator watches the live feed for ad windows — soccer halftimes, basketball timeouts, pitching changes. A 90-minute match has 30+ chances. Operator fatigue and a 1-2 second delay mean five to ten ad breaks slip every game. In championship tournaments, the missed inventory is paid airtime walking out the door. ScoreCast-AD moves the entire pipeline onto AI: computer vision reads on-screen features in the SDI feed in real time, detects stoppages, dead balls, substitutions, goals, and standout plays; renders the ad on screen within 50 ms — scoreboard sponsorship, overlay banner, or a transition ad off the back of a highlight — and emits an SCTE-35 cue to the SSAI in parallel. Moments an operator tends to miss are handled by rule. Paired with Cue second-screen interaction, viewers can also get guess and sponsorship cards on their phones, in sync with the match on screen.

LEGACY · MANUAL TRIGGERING

Operator monitoring, manual triggers, missed inventory

A control-room operator watches for breaks; fatigue plus a 1-2 second reaction time leaks 5-10 ad opportunities per match; advertiser commitments for marquee tournaments slip; running multiple matches means multiple operators — high cost, uneven quality.

SCORECAST-AD · AI SPORTS TRIGGER

AI vision detection, millisecond triggers, on-screen ads

Computer vision detects in-game events in real time; on-screen placements — scoreboard sponsorship, overlay banner, highlight transition ad — render within 50 ms; SCTE-35 cues fire in lockstep; multiple matches run without one operator per match; captures the ad windows operators routinely miss.

Today · Ad breaks cut by hand in the gallery

  • An operator watches for a gap
  • A 90-minute match offers 30+ opportunities
  • Fatigue, misjudgement, slow reactions
  • Missing five to ten breaks a match is normal

After · Triggered automatically by AI match detection

  • Computer vision reads frame features live
  • Detects stoppages, dead balls, substitutions, goals and highlights
  • On-screen and scoreboard placements fire within 50 ms
  • An SCTE-35 cue goes to SSAI at the same time
Five to ten missed opportunities a match means part of what an advertiser paid for a marquee fixture is simply wasted. The operator is not the problem; human reaction time is.

Three layers, one continuous
sports advertising pipeline.

Point Media Tech's ScoreCast-AD works in three layers: vision detection, ad triggering and on-screen placement. Each layer is sized independently, licensed by sport and channel, and extensible as you grow.

  • AI vision detection · Event Detection

    Computer vision reads on-screen features in SDI / IP feeds in real time; detects stoppages, dead balls, substitutions, goals, standout plays, fouls, and ad-cue events; soccer / basketball / baseball / tennis ship with their own trained models; pace can be tuned per tournament; GPU inference latency under 50 ms.

    • Stoppage / dead ball / sub / goal / highlight
    • Soccer / basketball / baseball / tennis models
    • Per-tournament pace tuning
    • < 50 ms detection latency
  • Ad trigger & integration · Ad Trigger

    Events fire on-screen placements directly and generate SCTE-35 cues for SSAI / Ad Insertion; REST API and webhooks integrate with the control room; trigger priority and cooldown windows are tunable; events map to ad inventory; operators can manually override.

    • On-screen placement triggers
    • SCTE-35 cue generation
    • Control-room REST / webhooks
    • Event → inventory mapping
    • Operator manual override
  • On-screen advertising · On-Screen Placement

    Ads render as graphics layers over the broadcast feed — nothing in the venue changes. Scoreboard sponsorship slots stay in view; lower-third banners and corner bugs appear and retract on event; a transition ad plays off the back of a standout play, goal, or score; slots, dwell time, and frequency are configurable per contract.

    • Scoreboard sponsorship slots
    • Corner bug / banner overlays
    • Highlight transition ads
    • Configurable slots & dwell time
Q1Q2Half timeQ3Q4
The bars are an illustration of match intensity, read by computer vision from frame features and cross-validated across camera angles. The hatched bars are the insertable moments the system identifies, firing an on-screen placement and an SCTE-35 cue within 50 ms. Done by hand, a 90-minute match offers 30-plus opportunities and five to ten are routinely missed.

Sports advertising is a bridge from gameplay to revenue —
live capture, automatic trigger.

Point Media Tech's ScoreCast-AD turns on-screen features into ad-trigger signals, renders the placement into the broadcast feed, and can route cues to SSAI in parallel. In a major sports channel's 2026 WBC broadcast, it identified 327 high-emotion moments at 0.8 s average trigger latency, with 2.4× the contextual precision of conventional inning-break ads (WBC sports AI advertising case study).

  1. 01Live FeedSDI / IP live signal · multi-camera
  2. 02AI DetectComputer vision · event recognition
  3. 03ClassifyStoppage / dead ball / sub / goal
  4. 04TriggerOn-screen placement · SCTE-35 cue
  5. 05DeliverComposited output · SSAI stitching
Sports advertising workflow (Feed → Detect → Classify → Trigger → Deliver)

Engineering specifications.

Point Media Tech's ScoreCast-AD supports soccer, basketball, baseball and tennis, with SCTE-35 cue, REST API and control-room GPI / Tally outputs; a full spec sheet and live engineering walkthrough are available on request.

Sports supportedSoccer · basketball (NBA / FIBA) · baseball (MLB / NPB / CPBL) · tennis · custom sport models on request
Event recognitionStoppage · dead ball · substitution · goal / score · standout play · foul · coach timeout · ad-cue events · custom events
Detection performanceDetection latency < 50 ms · accuracy ≥ 95% (standard lighting) · multi-camera cross-validation
Input signalsSDI / NDI / SRT / RTMP · 1080p / 4K · multi-stream concurrency · multi-camera fusion
Output integrationSCTE-35 cues · REST API · webhooks · SSAI / Ad Insertion · control-room GPI / Tally trigger
On-screen advertisingScoreboard sponsorship slots · corner bug / lower-third overlays · highlight transition ads · configurable slots and dwell time · multi-bitrate sync output
LicensingLicensed by sport and channel; per-season or long-term contracts; software license + annual maintenance

Three steps, from evaluation to production.

  1. Request a trial

    Submit the contact form. A sales engineer will respond within one business day to schedule a consultation.

  2. Integration assessment

    Our solutions engineer reviews sport types, camera specs, and the control-room architecture, and plans GPU configuration plus ad-trigger integration.

  3. Deploy and go live

    After tuning AI models to match tournament pace and connecting to the control room, we run acceptance tests against live footage and phase the rollout to keep existing sports ad operations running.

Frequently asked questions.

How does ScoreCast-AD decide when to trigger an ad during a live sports broadcast?

Point Media Tech's ScoreCast-AD uses computer vision on the live feed to detect insertable moments: stoppages, dead balls, substitutions, goals and standout plays. Each event fires an on-screen placement and emits an SCTE-35 cue to SSAI or Ad Insertion. Trigger priority and cooldown are tunable, and operators can override manually.

How does ScoreCast-AD change ad revenue compared with operators cutting breaks by hand?

ScoreCast-AD places ads at a match's highest-emotion moments, not only at innings breaks or half time. In a major sports channel's 2026 WBC broadcast case, the system identified 327 high-emotion moments at an average trigger latency of 0.8 s, with 2.4× the contextual precision of conventional inning-break ads. Moments an operator tends to miss are handled by rule.

Do on-screen ads cover the match picture?

They overlay the picture without cutting away: Point Media Tech's ScoreCast-AD renders ads as graphics layers over the broadcast feed, leaving the venue untouched. Scoreboard sponsorship slots stay in view, corner bugs and lower-third banners appear and retract on event, and transition ads run only after a highlight. Slots, dwell time and frequency are configurable per contract.

Which sports does ScoreCast-AD support?

Point Media Tech's ScoreCast-AD supports soccer, basketball, baseball and tennis, each with its own detection model. Models can be tuned to tournament pace, and custom models can be developed for other sports.

What system requirements and broadcast interfaces does ScoreCast-AD need?

Point Media Tech's ScoreCast-AD needs GPU compute for real-time AI inference, runs on Linux, and takes SDI / NDI / SRT / RTMP input. Outputs include SCTE-35 cues, REST API, webhooks and control-room GPI / Tally triggers. A solutions engineer sizes the configuration to concurrent channel count and match resolution.

How is ScoreCast-AD licensed?

Point Media Tech's ScoreCast-AD is licensed by sport and channel count, with per-season or long-term contracts. Licensing is a software license plus annual maintenance; contact sales for a quote.

Ready to turn
match highlights into ad inventory?

Book a demo and see how Point Media Tech's ScoreCast-AD turns a substitution or a strikeout into an on-screen ad placement as it happens.