Agentic AI for live totalsStat models + daily tuning
Turn live chaos into model-driven signals.
Let the agent watch the board.
Lyric is an agentic research assistant for live totals. It ingests scoreboards and box-score telemetry, runs statistical pace + regression models (naive + adjusted), and alerts you when scoring looks overheated versus underlying tempo, with a clear “why” behind every spot.
- Always-on scan agent
- Updates ~60s
- Explainable alerts
- Market drift + gates
Not betting advice. For research and entertainment only.
Why it works
Signals over vibes.
Lyric runs statistical models and a daily learning loop to surface explainable live totals signals without staring at every possession.
Agentic Scan Loop
An always-on agent ingests live scoreboards + box scores and keeps state as games evolve.
Statistical Modeling
Naive + adjusted pace projections with regression deltas for hot shooting, whistle, and game state.
Daily ML Tuning
A rolling backtest + tuning loop refreshes weights and thresholds so the model stays calibrated over time.
Explainable Alerts
Every spot includes the “why”: pace, heater vs tempo, market context, and any gates or risk flags.
Market Context
Tracks drift and alignment so you can avoid noisy moments and wait for cleaner setups.
Parity + Governance
Shared logic powers the app and backtests, with guardrails to prevent silent behavior regressions.
Screens
A clean feed, tuned for selectivity.
Fast scan cards, clear projections, and strategy-specific thresholds. The UI is built to reduce decision fatigue.
Top Picks across leagues in one scan feed.
Under-live scan feed with pace + overheat signals.
Strategy settings + backtest metrics in one view.
Push notifications when a spot clears your thresholds.
Game detail with naive vs adjusted pace projections.
Overheated signal: when scoring outruns tempo.
Strategy cards and notification thresholds.
Live scan cards with pace, market context, and fouls.
How it works
Four steps. Fewer, better alerts.
A tight scan loop plus daily learning keeps signals selective and explainable, so you can avoid chasing hot runs and wait for cleaner spots.
Ingest
Continuously ingest live scoreboards + box scores and keep a rolling view of game state (roughly every minute).
Model
Compute naive + adjusted pace projections and score the game for overheating and regression signals.
Learn
Run daily backtests and automated tuning so weights and thresholds stay calibrated as the season shifts.
Alert
Send push notifications when a spot clears your thresholds, including the “why” and any gates or risk flags.
Early access
Want Lyric watching the board for you?
The agent runs an always-on scan loop, applies statistical pace + regression models, and surfaces the most selective spots. Daily backtests keep thresholds and weights calibrated over time.
Not betting advice. For research and entertainment. Not affiliated with the NBA or NCAA (or any league).
Contact
Talk to the team
Questions, partnerships, early access, or feature requests. Drop a note and we will get back to you.
FAQ
Straight answers, no fluff.
The edge is in selectivity and process. Here's what Lyric does and does not do.
What does "overheated" mean?
A live game where scoring is outpacing what the underlying tempo and box-score signals imply. Lyric surfaces these spots because hot efficiency spikes often mean-revert, making it easier to stay selective on live totals with context.
What is included in an alert?
A clear snapshot of the spot: live total, pace projections (naive + adjusted), overheat score, market drift/context, plus the “why” (drivers + any gates or risk flags applied).
What do you mean by "agentic" and "daily learning"?
Agentic means Lyric runs an always-on scan loop and maintains game context as the board moves. Daily learning means we replay recent games, backtest outcomes, and tune weights/thresholds with parity checks so signals stay calibrated over time.
How is this different from a pick service?
Lyric is not a “lock” feed. It is a modeling + workflow tool: it scans, scores, and notifies with context so you can stay selective and make your own decisions.
What markets are supported today?
Major basketball live totals today (NBA + NCAA), with more coverage as data quality and market reliability improve.
Does Lyric place bets?
No. It is an advisor: it scans, scores, and notifies. Execution is always yours.