The Future of Sports Officiating

Real-Time AI Intelligence
in the Field of View

CYTE delivers split-second AI-powered insights directly to officials, coaches, and service members through a heads-up display — built into eyewear they're already wearing.

See How It Works Request a Demo
CYTE · Product Preview
See It In Action
Learn More →

The Problem

Data exists.
Officials can't see it.

Every pitch, play, and movement in professional sports is already tracked. The data is there. But the humans making decisions in real time — umpires, referees, officials — have no access to it when it matters most. CYTE changes that.

⚾
34K+
Ball/strike calls made per MLB season — each decided in under 0.4 seconds with no data feedback
🏈
~15%
Of NFL reviewed calls are overturned — decisions that could be assisted in real time
🪖
Critical
Tactical decision-making in military operations demands instant situational awareness

The Solution

AI-Assisted
Decision Making —
In Your Field of View

CYTE integrates cameras, AI processing, and a micro heads-up display into sport-grade eyewear. The system captures what the official sees, analyzes it with trained AI models, and projects the relevant data — strike zone, first down line, player ID, pitch speed — directly in their line of sight.

CYTE isn't an eyewear company. It's a real-time sports intelligence platform. The glasses are the delivery mechanism.

CYTE HUD · Umpire POV
LIVE
CYTE umpire POV — strike zone overlay on baseball field
SPEED
94 MPH
ZONE
5
COUNT
1-2
RESULT
STRIKE

Applications

Built for the Most Demanding Environments

Every sport. Every level. Every call that matters.

⚾ Baseball
Complete Officiating Intelligence
From pitch tracking to base calls, check swings to fair/foul boundaries — CYTE gives every umpire on the field the data they've never had access to in real time.
  • Ball/strike with strike zone overlay
  • Safe/out via chip-embedded bases
  • Fair/foul with virtual foul pole extension
  • Check swing assistance for base umpires
🏈 Football
Chip-Powered Precision
NFL footballs already contain chips. CYTE finally puts that data to work — in real time, for the officials making the call on the field, not hours later in a replay booth.
  • First down spot verification
  • Out-of-bounds detection via chip signal
  • Catch/no-catch (ball hits ground)
  • Field goal — inside or outside the upright
🏀 Basketball
In-Bounds & Clock Intelligence
Boundary calls, shot clock violations, and last-touch decisions are among the most contested in basketball. CYTE resolves them at the moment of the play, not after a lengthy review.
  • Out-of-bounds last-touch detection
  • Shot clock violation precision timing
  • Goaltending trajectory analysis
  • Foul line and restricted area alerts

Baseball · In Depth

⚾

Every Call.
Every Umpire. Every Base.

CYTE umpire POV — strike result with ball path arc
(result — strike)
🔵 Smart Equipment Technology
CYTE works with chip-embedded baseballs and sensor-equipped bases. The ball transmits real-time position data. The bases register the precise moment of contact — sending an instantaneous signal to the umpire's HUD before the human eye can even process what happened.

Every type of call in baseball — not just ball and strike — becomes more accurate when the official has data in real time. Here's how CYTE handles the full spectrum of baseball officiating:

The home plate umpire, first base umpire, third base umpire, and crew chief can each receive call-specific data relevant to their position on the field — a fully distributed intelligence network across the diamond.

🎯
Ball / Strike
Pitch location plotted on a real-time strike zone overlay, adjusted for each batter's stance. Matches the MLB ABS standard. Speed, movement, and count displayed simultaneously.
🏃
Safe / Out
Chip-embedded bases register the runner's foot contact in milliseconds. The ball chip confirms when the fielder secures the catch. HUD shows which came first — no guessing.
📏
Fair / Foul
AI knows exactly where every foul line and foul pole is. For deep fly balls, the foul pole is virtually extended upward in the HUD — giving outfield and base umpires a clear call on close home run boundary decisions.
🔄
Check Swings
First and third base umpires receive an instant wrist-break and barrel-plane analysis when a check swing appeal is made. The HUD displays a go/no-go recommendation in under a second.
🙌
Hit by Pitch
Ball chip confirms contact with batter vs. bat vs. ground, resolving disputes over whether the pitch actually hit the batter or the bat first.
🏟️
Trapped Ball / Catch
Ball chip detects the instant the ball hits the ground versus a fielder's glove, giving outfield umpires a definitive catch/no-catch determination on sinking line drives.

Football · In Depth

🏈

The Data Is Already There.
CYTE Makes It Usable.

📐
First Down Spot
NFL footballs have had embedded chips since 2017. CYTE uses that chip signal to pinpoint ball location at the moment of forward progress — displayed as a HUD overlay against the first down line. No more chains on the field.
🚫
Out of Bounds
The ball chip transmits its position continuously. When a ball carrier's position matches out-of-bounds coordinates — even on a sideline pileup — the referee gets an instant confirmation in the HUD.
🤲
Catch / No Catch
Ball chip detects the moment the football contacts the ground versus a receiver's hands. Simultaneous contact, bobble catches, and tipped balls are distinguished by the AI in real time.
🥅
Field Goal — Good or No Good
The ball chip tracks the exact flight path through the uprights. The HUD shows whether the ball passed inside or outside the vertical plane of the posts — eliminating one of the most contested calls in football.
🏃‍♂️
Rushing / Passing Yards
Real-time yardage tracking means officials always know the exact spot — displayed as a precise overlay rather than a subjective mark. Down and distance is always current in the HUD.
⏱️
Clock & Possession
Officials receive snap count, play clock status, and possession data in the HUD — eliminating communication gaps between officials and replay officials during time-sensitive situations.
🔵 Existing Infrastructure, New Interface
The NFL has invested hundreds of millions in player and ball tracking through its Next Gen Stats platform. That data exists — but it flows to broadcast analysts and coaches, never to the referees making calls in real time. CYTE is the missing interface.

College football programs and high school leagues can implement lighter versions of the same system using lower-cost chip hardware — giving their officials data-assisted accuracy without NFL-level infrastructure costs.

Basketball · In Depth

🏀

Boundary Calls.
Clock Violations.
Instant Certainty.

Basketball is played at the highest pace of any major sport. The margin between in-bounds and out, a legal shot and a violation, a goal-tend and a made basket is measured in fractions of a second. No human official can process all of it unaided.

CYTE doesn't slow the game — it keeps pace with it. The HUD surfaces only the most relevant data at the exact moment the official needs it, invisibly supporting the calls officials are already trained to make.

🚧
Out of Bounds
Last-touch detection combined with court boundary mapping. When a ball goes out, the HUD instantly flags the last player contact — ending sideline disputes before they begin.
⏰
Shot Clock Violations
Precise release timing from ball-chip data means shot clock calls are no longer judgment calls. The AI confirms whether the ball left the shooter's hand before the clock expired.
🙅
Goaltending
Ball trajectory analysis determines whether the ball was on its downward arc and above the rim plane at the time of contact — the exact definition of goaltending — displayed in the HUD for the official under the basket.
🔴
Restricted Area
Defender position relative to the restricted arc is mapped in real time. Charge vs. block calls near the basket gain a data layer that officials can reference the instant contact is made.

All Levels of Play

CYTE Scales with the Game

From the MLB to a 10U travel ball tournament, the core technology is the same. The use cases, depth, and implementation adapt to the level of competition — making better officiating accessible everywhere the game is played.

Tier 1
Professional
MLB, NFL, NBA, NHL. Full integration with existing league tracking infrastructure.
  • Full real-time chip data integration (ball, bases, players)
  • League-approved rule-set AI models
  • HUD calibrated to veteran official workflows
  • Post-game performance analytics for officials
  • Replay system integration and review support
  • Seamless ABS / Next Gen Stats compatibility
Tier 2
College
NCAA programs across all divisions. Affordable hardware, same powerful AI.
  • Scaled chip hardware at lower cost per game
  • NCAA rule-specific AI models
  • Official development and training tools
  • Call accuracy tracking for officiating programs
  • Coaching staff data access (separate display)
  • Recruiting and player development analytics
Tier 3
High School
State athletic associations and high school leagues. Focus on safety, development, and accuracy.
  • Simplified HUD — only the most critical calls
  • Budget-appropriate hardware packages
  • Official certification and training integration
  • Player safety alerts (pitch count, collision flags)
  • Parent and scorekeeper data display options
  • Easy setup with no dedicated tech staff required
Tier 4
Youth & Travel
10U through 18U travel organizations, rec leagues, and club sports. Learning-first features.
  • Pitch count and arm care tracking for young players
  • Real-time coaching cues for skill development
  • Parent-facing app displaying key game data
  • Age-appropriate rule set AI (Little League, USSSA, etc.)
  • Portable, battery-powered setup — no infrastructure needed
  • Player performance reporting for coaches

Smart Equipment

The Hardware Ecosystem
Behind Every Call

⚾
Chip-Embedded Baseballs
A micro-sensor embedded in the baseball transmits real-time position, velocity, spin rate, and impact data. When a pitch crosses the plate or a fielder catches it, the chip signals the CYTE glasses before a blink completes.
🏠
Sensor-Embedded Bases
Pressure and proximity sensors built into first, second, and third base register the exact millisecond a runner's foot makes contact. Combined with the ball chip's catch timestamp, the safe/out determination is instant and indisputable.
🏈
Football Ball Chips
NFL's existing chip infrastructure — already deployed in every game ball — is repurposed by CYTE as a live data feed. Ball position, air time, contact events, and boundary crossings are all available. CYTE is the interface that finally puts this data where it belongs: with the referee.
📡
Low-Latency Wireless Network
All chip signals route through a low-latency edge computing system at the venue. Data travels from equipment to HUD in under 20 milliseconds — faster than the human visual system can process the same moment.
Signal Flow · <20ms End-to-End
⚾
Smart Equipment
Ball chip, base sensors, court beacons
0ms
📡
Edge Processing Unit
On-venue AI compute — no cloud dependency
~5ms
🤖
AI Decision Layer
Rule-set analysis, confidence scoring
~12ms
🕶️
CYTE HUD
Official sees the call assist
<20ms
✅
Official Makes the Call
Authority stays with the human. Always.

How It Works

From Real World to Decision
in Milliseconds

1
Capture
Cameras embedded in the frame capture the field of play from the official's exact perspective in real time.
2
Analyze
AI models process ball trajectory, player position, and game state against established rule sets and tracking data.
3
Display
Relevant insights are projected into the heads-up display — visible only to the wearer, non-distracting, always available.
4
Decide
The official makes a faster, more confident call. AI informs. The human decides. Authority stays where it belongs.

Market Opportunity

Sports Tech Is a Multi-Billion Dollar Shift

Major leagues are already experimenting with automated officiating systems. The question isn't whether AI will enter officiating — it's who builds the interface officials actually use. CYTE is positioned to own that layer.

Early customers aren't consumers. They're NCAA programs, MLB player development departments, independent training facilities, and high-level travel ball organizations — organizations that will pay before a consumer ever buys a pair.

$8.8B
Global sports analytics market by 2026
30+
MLB teams actively investing in player development tech
NCAA
1,000+ baseball programs as immediate addressable customers
ABS
MLB is already piloting Automated Ball/Strike — CYTE is the official-facing interface

Technology

No New Physics Required

CYTE combines existing technologies — computer vision, wearable hardware, and AI models — in a novel integration purpose-built for officiating environments.

👁️
Computer Vision
Built on proven frameworks including OpenCV, CYTE tracks ball trajectory, player position, and object detection in real time from wearable cameras.
🔮
Heads-Up Display
A micro-projection system overlays AI insights directly in the wearer's field of view — non-intrusive, high-contrast, and designed for split-second reads.
🤖
AI Decision Layer
Sport-specific AI models analyze incoming data against rulebooks, historical patterns, and live tracking to surface the most relevant signal at the right moment.
🔗
Data Integrations
Architected to plug into existing tracking systems — Hawk-Eye, TrackMan, and league data sources — so CYTE enhances existing infrastructure rather than replacing it.
🕶️
Sport-Grade Hardware
Designed in the form factor of high-performance sports eyewear — sleek enough for a home plate umpire, durable enough for a service member in the field.
🔒
Privacy by Design
HUD output is visible only to the wearer. No broadcast integration, no public display. Officials receive intelligence; they retain full decision authority.

Coaching & Player Development

The Coach's Edge.
In Real Time.

CYTE doesn't just help officials make better calls — it gives coaches the tools to make better decisions, develop players faster, and see what no human eye can catch at game speed.

⚙️
Real-Time Technique Feedback
Coaches wearing CYTE see biomechanical overlays — hip rotation, arm angle, stride length — as a player performs. No more waiting for film review. Corrections happen in the moment.
📈
Player Development Tracking
Every rep logged, every metric captured. CYTE builds a performance profile over time — giving coaches data-driven insight into player progression across an entire season.
🧠
In-Game Decision Support
Coaches receive situational analytics — lineup matchups, pitch tendencies, defensive positioning — delivered through the HUD without pulling their eyes off the field.
🎯
Pitch Design & Mechanics
Pitching coaches see spin axis, release point, and movement data alongside the actual pitch in real time. Mechanical adjustments can be communicated immediately, mid-session.
🏃
Athletic Training & Load Management
Trainers monitor exertion, sprint speed, and fatigue indicators in their HUD during practice — reducing injury risk with proactive data rather than reactive assessment.
🎥
Live Film Room
What a coach sees during a play is automatically time-stamped and tagged. Post-game review pulls from the coach's exact perspective — eliminating the gap between what they saw and what the film shows.

The Bigger Picture

CYTE Is a Platform,
Not Just a Product

Any sport where discretion, judgment, or officiating intelligence is required is a CYTE market. The platform is sport-agnostic — the AI models are trained per sport, the hardware stays the same.

🌍

Every Sport. Every Judgment Call.

From the biggest stages in professional sports to weekend recreational leagues — wherever a call needs to be made, CYTE can assist.

⚽
Soccer
Offside lines, handball detection, goalkeeper positioning — all displayed without stopping play for VAR.
🎾
Tennis
Line calls, fault detection, and serve speed confirmed in the HUD for chair and line judges — or eliminating the need for line judges entirely.
🏒
Hockey
Goal-line decisions, offside at the blue line, and high-stick infractions confirmed in milliseconds — no more prolonged video reviews for obvious calls.
🏊
Swimming
Touch-pad timing, false start detection, and stroke violation tracking in a sport where hundredths of a second separate medal positions.
🏓
Pickleball
Kitchen violations, in/out line calls, and serve accuracy — one of the fastest-growing sports in America finally gets officiating technology to match its pace.
🥊
Combat Sports
Judging MMA, boxing, and wrestling — where scoring is entirely discretionary — with real-time strike count, zone targeting, and impact force indicators for ringside judges.
🏌️
Golf
Ruling officials navigate complex rule situations in real time — out-of-bounds confirmation, drop zone boundaries, and penalty area rulings with instant AI-assisted guidance.
🎽
Track & Field
False start detection, photo-finish support, and field event measurement — giving judges the same precision that broadcast viewers already see on replay.

Beyond the Game

The Far Horizon:
CYTE in Service of
Those Who Protect

CYTE's core technology — lightweight wearable AI, real-time data fusion, heads-up intelligence — is not limited to sport. As the platform matures, its most consequential application may be the one that has nothing to do with a scoreboard.

"The same technology that tells an umpire where a pitch crossed the plate can tell a soldier what is around the next corner. The hardware is identical. Only the data changes."

— CYTE Vision Statement

🪖

Military & Combat Applications

CYTE's wearable form factor — built to withstand a baseball game under stadium lights — is equally suited to environments far more demanding. As the hardware miniaturizes and the AI models expand, CYTE becomes viable for the most critical decision-making environments on earth.

🎯
Tactical Situational Awareness
Real-time team positioning, threat identification, and mission-critical data delivered to each operator's field of view — without requiring them to look away from the environment.
📡
Communication & Command Integration
Voice-activated HUD commands and AI-filtered comms mean operators receive only what they need, when they need it — reducing cognitive load at the moment it matters most.
🗺️
Navigation & Target Data
GPS overlays, waypoint markers, and real-time mapping projected onto the operator's view — the military equivalent of a first-down line on a football field.
🧬
Operator Health Monitoring
Biometric data — heart rate, stress indicators, hydration flags — surfaced to team leaders in the HUD. No wasted motion. No radio check. The data is always there.
🚔

Law Enforcement & Public Safety

Stateside, the same CYTE platform that equips military operators translates directly to law enforcement. Officers and first responders face many of the same challenges — high-speed decision-making with incomplete information, in chaotic environments, under pressure. CYTE changes that equation.

🪪
Instant Identity & Record Access
CYTE can surface warrant status, vehicle registration, and subject history directly in the officer's HUD during an approach — before a word is spoken.
📍
Unit Positioning & Backup Awareness
Officers see the location of every unit in their sector overlaid on a live map — without reaching for a radio or looking at a screen. Coordination becomes frictionless.
⚖️
Accountability & Documentation
Every interaction documented from the officer's exact POV — timestamped, tagged, and stored. CYTE doesn't just assist officers; it protects them and the public equally.
🚑
First Responder Triage Support
EMTs and paramedics receive real-time patient data, protocol guidance, and hospital routing in their HUD — keeping hands free and eyes on the patient at all times.
CYTE · Development Roadmap
PHASE 1 · NOW
Sports Officiating
Baseball, football, basketball. Professional through youth leagues.
PHASE 2 · NEAR
Coaching & Training
All sports. Technique, development, and in-game analytics for coaches.
PHASE 3 · FUTURE
Public Safety
Law enforcement, first responders, and emergency management applications.
PHASE 4 · FAR
Defense & Military
Tactical operations, combat situational awareness, and operator performance.
CYTE AI Smart Glasses with HUD display

Get Involved

The Fastest Path to the Future
of Sports Intelligence

Whether you're an investor, a sports organization, a technical co-founder, or a coach who wants to be first — we want to hear from you.

Contact CYTE Partnership Inquiry