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 & Superpower Rail
- Dual-playback split-screen & locked micro-loops
- Telemetry Board (dwell time, loop counts)
Periodical
Hears the player and turns reflection into a shared plan.
Personal Plans & Goals — objectives the player sets, shaped with coaches, trainers, parents, and scouts.
Player Journaling & 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 currently in private preview. Applications for workspace licensing seats are temporarily closed.