Zero-hardware capture.
Decision-grade analytics.
Spotlight is the modern, high-fidelity player development platform bringing decision-grade video intelligence and captive AI to grassroots youth hockey—transforming raw recordings into an interactive playground.
The Dual Ledgers: The Bedrock of
Decision-Grade Sports Science.
Before AI can reason, evaluate, or coach, it must establish immutable physical truth. Our architecture relies on two foundational ledgers—Events Chronology and Puck Possession—to convert 60fps multi-angle video into zero-drift, auditable sports intelligence.
Events Chronology: Immutable Timeline of Play
The Events Chronology Ledger captures every micro-event on the ice—passes, stick checks, puck battles, zone entries/exits, turnover transitions, and line changes—with zero clock drift. Each event is bound directly to multi-camera source timestamps and bounding boxes.
Deterministic Sequence Graph
Maps exact cause-and-effect transitions (e.g. D-zone stick lift → loose puck battle → tape pass → clean exit).
Provenance-Tagged Video Bounds
Every cataloged event points to exact camera frames and bounding boxes, providing 100% auditable proof.
L1-to-L4 Hierarchical Rollup
Atomic nano-facts roll up deterministically into shifts (Meso) and season superpower baselines (Macro).
e3b0c442...89bf100% AUDITABLE PROOFTwo synergistic applications, and four sub-stack programs. One unified tape.
Spotlight reconstructs raw game files through four distinct analytical lenses, then distributes tailored learning loops directly to your athletes.
Encore
THE COACH WORKBENCHThe media-forward coaching studio built to capture and command athlete attention. Features our SOTA Coach Workbench, dual-playback split-screen, and strict sub-second timestamp locking.
Core Analytical Capabilities
Periodical: Personalized journals & micro-loops in their hands.
Feedback is only valuable if it is lived. Periodical is the collaborative bridge connecting coach intent with player execution. It packages whiteboard sketches, tagged clips, and coaching annotations into personalized journals and micro-loops.
With daily athlete journaling and interactive planners (macro, meso, micro cycles), players reflect on their decisions and take ownership of their development.
Daily Athlete Journaling
Voice note reflections and 1–5 self-ratings attached to coach cuts within 24 hours of ice time.
Macro / Meso / Micro Cycle Planners
Aligning personal Superpower goals with seasonal team tactical development arcs.
Multi-Voice Accountability Network
Player drives, Coach guides, Mentor supports, Parent sees—bringing everyone into one loop.
Most AI guesses. Ours is auditable. By running our Multi-Agent Sports Cognition Engine (MASCE) on our owned hybrid GPU fabric and hybrid cloud, we collapsed the economics of automated video analysis.
Captive AI Engine
>92% Deterministic Prediction- Stop scrubbing manually: query plays semantically in plain language.
- A pipeline of specialized agents builds provenance-tagged event and possession ledgers.
- Every analytics run self-checks against 14 physics & hockey rules to prevent drift.
Semantic Chronology
L1 → L4 Architecture- Atomic facts (Nano) roll deterministically up to shifts (Meso) and stats (Macro).
- YOLO tracking stabilized into consistent identities, grounded by OCR scoreboards.
- Timeline never drifts: reproducible, auditable, and not summarized.
The Cost Unlock
From $30 to $2.87 per game- Optimized cloud GPU architecture eliminates traditional compute overhead.
- Processes a full 90-minute 1080p game in under 60 minutes for pennies.
- Scale-to-zero cloud keeps fixed overhead near zero, producing high margins.
L1–L4 CHRONOLOGY
Deterministic Provenance-Tagged Event & Possession Ledgers · 14-Point Hockey Integrity Audit
Enterprise-Grade Infrastructure & Minor Athlete Protection
Temporal Job Orchestration
Fault-tolerant workflow execution ensuring video ingest, AI inferencing, and clip stitching resume seamlessly across node restarts.
MinIO S3 Video Vault
Encrypted multi-tenant storage with strict retention rules and sub-second timestamped segment retrieval.
COPPA Minor Compliance
Strict COPPA compliance with verifiable parental consent, minor athlete data isolation, and parent-gated review loops.
SOC 2 & Zero-Trust
SOC 2 Type II architectural alignment, enterprise tenant isolation, end-to-end media encryption, and immutable audit logs.
Bring Transcendental Sports AI to your team.
Join the founding cohort of youth ice hockey coaching staffs and clubs. Request early access for your team today.
Apply for Beta Access
Transcend Platform is currently in private preview. Applications for workspace licensing seats are temporarily closed.