Conceptual research architecture

From approved data to explained research.

OMEGA follows a fixed evidence-to-intelligence sequence. Every step is recorded, and the sequence always ends with an independent human decision.

The research architecture

Six stages. Research ends at stage six.

  1. 01Approved universes & data sources
  2. 02Data validation & governance
  3. 03Fixed research calculation engine
  4. 04Research intelligence & episode memory
  5. 05Dated packs & archives
  6. 06Independent human research decision

    No orders are ever generated by the platform.

Conceptual architecture. Not a statement of production readiness.

Approved data & validation

Only approved market data enters the engine. Input quality, timeliness and identity are checked first. Missing or invalid data produces a stop or hold, never an assumed value.

Systematic calculations & categories

The same versioned rules are applied on every run. Qualifying names are placed into research categories — lenses that describe a situation, never buy or sell recommendations.

Episode memory & change tracking

  1. Observed
  2. Qualified
  3. Persisted
  4. Exited

A screener says what qualifies today. OMEGA also records how each situation developed — when it entered a category, how long it stayed, and when it left.

Evidence-based outputs

Each run produces a dated research pack showing which names qualified and why, with the evidence, data freshness and what would invalidate the observation.

A clear boundary

Research and trading are kept separate.

What the platform does

  • Examines approved universes
  • Explains qualifying observations
  • Records research history
  • Publishes dated research packs

What it never does

  • Give investment advice
  • Issue buy or sell instructions
  • Place orders or execute trades
  • Manage money