Intelligence without exposing the sauce.

BLACKSTAR keeps proprietary source code, model weights, feature transformations, private prompts and credentials server-side. The client receives research outputs and evidence—not the internal recipe.

1. Observe

Federate supported live markets and normalize teams, events, prices, lines and timestamps.

2. Normalize

Convert odds to comparable probability space, identify stale or missing fields, and keep exact-line provenance.

3. Evaluate

Separate raw market consensus from certified predictive outputs. Calculate price edge and EV only when the required evidence exists.

4. Rank

Prioritize positive multi-book research opportunities while leaving PASS and ABSTAIN states visible.

5. Construct

The Parlay Matrix can assemble candidate combinations with exposure and event-collision controls. Joint probability is never presented as proven unless it has actually been modeled and validated.