INTERNATIONAL INSTITUTE
FOR INTEGRATED PERFORMANCE
AEGIS IS AN ACOUSTIC INTELLIGENCE PLATFORM. IT EXTRACTS REAL STRUCTURE FROM SOUND AND TURNS IT INTO ANTICIPATORY SIGNAL — APPLIED ACROSS ACCESSIBILITY, INDUSTRIAL MONITORING, AND SPORTS ANALYTICS.
ONE ENGINE. THREE MARKETS. MICROPHONE AUDIO ONLY.
AEGIS
THE SAME SIGNAL PIPELINE UNDERPINS EVERY APPLICATION: SOUND IN, STRUCTURE OUT, ANTICIPATORY SIGNAL DELIVERED BEFORE THE MOMENT PEAKS.
CROWD AUDIO ONLY
STADIUM CROWD AUDIO
LIVE CROWD NOISE. NO CAMERAS. NO PLAY-BY-PLAY. JUST SOUND.
STFT + THRESHOLD
SPECTRAL DECOMPOSITION. VENUE-ADAPTIVE BASELINE.
RANDOMFOREST
9 FEATURES. CROWD SWELL VS. ERUPTION VS. AMBIENT.
ANTICIPATORY SIGNAL
HAPTIC CUE, MACHINE ALERT, OR MOMENTUM SCORE — ONE ENGINE, DIFFERENT OUTPUTS PER MARKET.
ONE ENGINE.
THREE MARKETS.
AEGIS IS BEING BUILT ACROSS THREE MARKETS AT ONCE. NO SINGLE MARKET IS “THE PRODUCT.”
STAGE-LABELED
ACCESSIBILITY
RESEARCH PHASE
Anticipatory haptic alerts for blind and low-vision people at live sport and in public spaces. AEGIS detects crowd swells before they peak and delivers a cue seconds ahead — anticipatory, not reactive. iOS and Android apps are built. FanVibe is the named application here.
Developed with VisionLink Philadelphia as a research and community partner. This is founder-funded research, not a commercial launch.
INDUSTRIAL
PRIVATE PREVIEW
Acoustic bearing-fault detection for manufacturing. No wearables and no proprietary sensors — microphone audio only, on hardware a plant already owns.
In private preview. Threshold behaviour on real factory-floor noise is still being tuned, and we are not claiming production accuracy until that work is finished.
SPORTS ANALYTICS
IN DEVELOPMENT
Acoustic momentum scoring from broadcast audio, and stadium atmosphere intelligence — reading the crowd as a signal rather than as background noise.
Match pipelines have been processed across more than twenty Champions League fixtures to date. Downstream broadcast and content applications are design targets, not shipped features.
HEAR IT.
FEEL IT.
LIVE IT.
A REAL DETECTION RUN — 117 MINUTES OF MATCH AUDIO, REPLAYED IN 13 SECONDS. RED MARKS A CROWD SWELL. ON A PHONE, EVERY SWELL FIRES THE SAME HAPTIC PATTERN A FANVIBE CUSHION DELIVERS.
36 CROWD SWELLS
SEVEN SENSATIONS.
ONE GAME.
THE HAPTIC VOCABULARY WE ARE DESIGNING FOR FANVIBE — BUILT TO BE LEARNED IN MINUTES, NOT HOURS. THIS IS THE DESIGN TARGET, NOT A SHIPPED FEATURE SET.
DESIGN STAGE
WHAT DRIVES THESE TODAY: AEGIS DETECTS CROWD ENERGY FROM AUDIO ALONE — NO CAMERAS, NO PLAY-BY-PLAY FEED. THAT SUPPORTS THE CROWD-ENERGY AND ERUPTION PATTERNS. PATTERNS TIED TO BALL POSITION, THE REFEREE'S WHISTLE, OR CARDS WOULD REQUIRE DETECTION WE HAVE NOT BUILT OR VALIDATED, AND ARE SHOWN HERE AS DESIGN INTENT.
THE THUD
A TAP ON YOUR LEFT OR RIGHT THIGH — WHERE THE BALL IS ON THE FIELD, INSTANTLY.
THE SHARP STOP
A SHARP DOUBLE-TAP — THE REFEREE'S WHISTLE. PLAY HAS STOPPED.
THE EXPLOSION
A RISING WAVE, THEN ALL 8 MOTORS FIRE — GOAL. UNMISTAKABLE, FELT THROUGH YOUR WHOLE BODY.
THE RUMBLE
A STEADY RUMBLE THAT RISES AND FALLS — THE CROWD'S ENERGY BUILDING AROUND YOU.
THE GASP
A QUICK BUILD, THEN SUDDEN SILENCE — A NEAR MISS. THE "OOOOH" FELT IN YOUR SEAT.
THE SLAP
THREE FIRM PULSES — A YELLOW OR RED CARD. AUTHORITY YOU FEEL.
THE SILENCE BEFORE
EVERYTHING GOES QUIET, THEN EXPLODES — TENSION BUILDING TOWARD A FREE KICK OR A LAST-SECOND SHOT.
THE GOAL: YOUR EARS KEEP THE ANNOUNCER, AND YOUR BODY PICKS UP WHAT THE ANNOUNCER CAN'T DESCRIBE FAST ENOUGH. WE ARE CO-DESIGNING THAT VOCABULARY WITH BLIND AND LOW-VISION FANS — NOT SHIPPING IT AT THEM.
BUILD THE FIRST
PROTOTYPES.
Every dollar builds something you can touch — motors, foam, hardware. Help us put the first five FanVibe prototypes into the hands of blind and low-vision fans, alongside our research partners at VisionLink Philadelphia.
RESEARCH PARTNER: VisionLink Philadelphia
STADIUM
ACCESSIBILITY
WE ARE LOOKING FOR ONE STADIUM OR CLUB TO BE OUR FIRST ACCESSIBILITY PARTNER.
STADIUM ACCESSIBILITY PILOT
We are looking for one stadium or club to be our first accessibility partner. You get our full attention — venue walkthrough, staff consultation, and early access to FanVibe haptic technology — at no upfront cost. In exchange, you help us learn what works.
WHAT THE PILOT INCLUDES: An on-site accessibility assessment with a written report. A staff training session on assistive technology for live events. Priority access to FanVibe hardware as it becomes available. Co-branded case study for your organization's accessibility portfolio.
BECOME OUR FIRST PARTNER →THE PILOT IS FREE. WE'RE BUILDING THE PLAYBOOK. AFTER THAT: PAID CONSULTING AND HARDWARE.
HELP SHAPE STADIUM ACCESSIBILITY.
CO-DESIGNED WITH BLIND AND LOW-VISION FANS IN PHILADELPHIA, ALONGSIDE OUR RESEARCH PARTNERS AT VISIONLINK PHL. FOUNDER-FUNDED RESEARCH — NOT A PRODUCT LAUNCH.
JOIN THE PILOT →