Spotlight sees the game.
Periodical hears the player.
One engine watches every shift with AI precision. The other captures the goals, the journals, and the voices — player, coach, mentor, parent — that turn what the film found into who the athlete becomes.
One Platform · Both Engines Included
The Loop — Connects the Dots
"The goal lived in the journal. The proof lived in the film. They never met — until now. The Loop connects the dots."
Two engines.
One development loop.
Spotlight
Sees the game with AI precision and proves what happened.
- Captive AI natural-language discovery
- 4-tier Hockey Taxonomy (Nano, Micro, Meso, Macro)
- Cut Room Workbench and Superpower Rail
- Dual-playback split-screen and locked micro-loops
- Telemetry Board (dwell time, loop counts)
Periodical
Hears the player and turns reflection into a shared plan.
Personal Plans and Goals — objectives the player sets, shaped with coaches, trainers, parents, and scouts.
Player Journaling and Read-back — daily prompts that turn every shift into a coach-reviewed rep.
Multi-Voice Feedback Loops — continuous dialogue between player, coach, trainer, parent, and scout.
Transcend AI Core Engine
Spotlight sees the film. Periodical captures the athlete's voice. Transcend is the decision-grade AI engine underneath — fusing computer vision, semantic synthesis, and hockey domain graphs into one unified intelligence substrate.
MASCE AI Vision Pipeline
Autonomous Video Intelligence
Semantic Synthesis Ledger
Film Proof × Player Intent
4-Tier Hockey Taxonomy
Nano · Micro · Meso · Macro Context Domain Model
Closed-Loop Intelligence Engine
Self-Reinforcing Mastery
Autonomous Video Intelligence
Multi-Agent Sports Cognition Engine running YOLO v11 object tracking, homography pixel-to-meter translation, and shift parsing in 41 seconds.
Spotlight's telemetry tells Periodical what the player did. Periodical's journals tell Spotlight what the player thought. The AI reads both — and surfaces insights neither could produce alone.
What the Cut Room started,
Periodical finishes.
Follow #26 across three weeks — from a 2.6 superpower trend baseline to 89% clean D-zone exits on game night.
Fourteen loops later, the journal opens.
Corinne finishes her Clipboard assignment and enters Periodical. One question about one read:
"I keep rimming it because I hear the forecheck coming before I even look. The pro waits an extra beat and checks her shoulder first. I panic early."
The AI reads between the lines.
Spotlight cross-references her journal entry against watch telemetry, game film, and a trainer's note from three weeks ago:
Game night: 8-for-9 clean exits.
Three weeks later, rival game under heavy forecheck. Corinne shoots first and leads 8-for-9 clean exits.
"Looked first every time. Heard him coming and didn't panic. It felt slow, like I had an extra second nobody else had."
Connect the dots on player development.
Get the complete ecosystem — Spotlight's intelligence and Periodical's bridge — live on your team's roster for the season.
Apply for Beta Access
Transcend Platform is accepting applications for the upcoming competitive season. Approved applicants receive immediate access to the Periodical journal and Spotlight telemetry.