NotSquat Master Training Manual & Enterprise Operating Blueprint

[ Phase 1: Fitness & Biomechanics (2026-2029) ]
• 10,000+ commercial gym CCTV feeds ingested via zero-cost data barter.
• Unfair foundation AI moat for dense human kinematics under extreme occlusion & mirrors.

[ Phase 2: Transit Hubs, Banking & Commercial Retail (2030-2035) ]
• Train stations (Amtrak, MTA, BART), airports, and bank branches.
• Zero-PII spatial flow rates, queue saturation curves, and crowd safety alerts.

[ Phase 3: Universal Physical Space Palantir (2035-2046) ]
• The private-sector Palantir where enterprise operators query physical space like a database:
  SELECT avg(dwell_time), queue_wait FROM transit_hubs WHERE station_id = 'GRAND_CENTRAL';
            

[ Partner Gym Operator ] ──► (Provides Archival / Sample CCTV Feeds) ──► [ NotSquat Engine ]
                                                                                │
        ┌───────────────────────────────────────────────────────────────────────┘
        ▼
[ Gym Receives 100% FREE Enterprise Data Warehouse & Analytics ]
• Comprehensive Machine & Squat Rack Utilization Heatmaps
• Peak Demand Bottleneck & Queue Wait Duration Projections
• Biomechanical Safety & Actuarial Injury Violation Flags
• Predictive Sanitation Alerts (triggered every 15 uses)
        │
        ▼
[ NotSquat Retains De-Identified Biomechanical Training Vectors ]
• Ground-truth fitness movement dataset across crowded, reflective commercial gym environments
• Unfair computer vision moat for plate recognition, bar velocity, and obscure movement kinematics
            

MEMORANDUM OF UNDERSTANDING: NOTSQUAT AI FACILITY PILOT PROGRAM

BETWEEN: NotSquat Analytics LLC ("NotSquat")
AND:     [Partner Gym Facility Name] ("Partner Gym")

1. PURPOSE & SCOPE:
NotSquat shall provide Partner Gym with full access to the NotSquat Spatial & Biomechanical
Data Warehouse at ZERO ($0.00) software licensing cost. In exchange, Partner Gym authorizes
NotSquat to process sample security camera footage strictly for metadata extraction, spatial
optimization, and model training.

2. DELIVERABLES PROVIDED TO PARTNER GYM (100% FREE):
- Comprehensive Machine & Squat Rack Utilization Heatmaps.
- Peak Demand Bottleneck & Queue Wait Duration Analysis.
- Safety & Biomechanical Form Diagnostics (Valgus collapse / injury flags).
- Custom Executive Facility Report detailing spatial floor optimization opportunities.

3. PRIVACY & DATA ETHICS COMMITMENT:
- All video streams are processed under strict RAM-only anonymization protocols.
- No biometric identity vectors or raw video files are sold to third parties.
- Facial regions are irreversibly blurred prior to analytical archiving.

4. COMMERCIAL EXTENSION OPTIONS (POST-PILOT):
Upon review of the metadata, Partner Gym may optionally engage NotSquat for:
a) Turnkey Member Gamified Mobile App (Custom Development @ $350/hr).
b) 24/7 Real-Time Edge Video Telemetry & Alerting SaaS ($399 - $999/mo).

AGREED & ACCEPTED:
For NotSquat Analytics LLC: ______________________ Date: ___________
For Partner Gym Facility:   ______________________ Date: ___________

{
  "event": "REP_COMPLETED",
  "timestamp": "2026-08-17T19:58:30.120Z",
  "data": {
    "rep_id": "rep_9482910",
    "member_id": "usr_994821",
    "exercise_type": "barbell_squat",
    "rep_index": 4,
    "metrics": {
      "duration_sec": 2.45,
      "concentric_sec": 1.05,
      "eccentric_sec": 1.40,
      "min_knee_flexion_deg": 76.4,
      "valgus_ratio": 0.94,
      "mean_bar_velocity_mps": 0.58,
      "form_score": 96.2
    },
    "gamification": {
      "xp_awarded": 50,
      "str_gain": 0.15,
      "boss_damage": 315.0,
      "sprite_animation": "squat_power_sparkle"
    },
    "tripwires": []
  }
}

import asyncio
import websockets
import json

async def stream_notsquat_telemetry(gym_id: str, member_id: str, api_key: str):
    uri = "wss://stream.notsquat.ai/ws/v1"
    headers = {"X-NotSquat-Gym-Key": api_key}
    
    async with websockets.connect(uri, extra_headers=headers) as ws:
        # Subscribe to member rep stream
        sub_payload = {
            "action": "subscribe",
            "channel": "member.rep_stream",
            "params": {"gym_id": gym_id, "member_id": member_id}
        }
        await ws.send(json.dumps(sub_payload))
        print(f"[*] Subscribed to live telemetry for member: {member_id}")
        
        while True:
            raw_msg = await ws.recv()
            event = json.loads(raw_msg)
            if event.get("event") == "REP_COMPLETED":
                d = event["data"]
                print(f"[REP {d['rep_index']}] {d['exercise_type']} | Depth: {d['metrics']['min_knee_flexion_deg']}° | Score: {d['metrics']['form_score']}% | +{d['gamification']['xp_awarded']} XP")

if __name__ == "__main__":
    asyncio.run(stream_notsquat_telemetry("gym_golds_venice_01", "usr_994821", "nsq_live_demo_key"))