A BUY that appears in your inbox looks like a single word. Behind it is a pipeline with six specialists and three stages. Let’s trace one call from raw data to delivered signal.
Step 1 — the data snapshot
It starts with candles. The system pulls the latest OHLC for the ticker and interval, computes RSI, ADX, DMI, and ATR on that same timeframe, and refuses to proceed if the newest candle is stale. No analysis runs on old data.
Step 2 — Tier 1 analysts (parallel)
Three agents read the snapshot independently. The Technical Analyst reports that price broke a prior range high on rising structure. The Momentum Analyst notes RSI at 68 with ADX at 31 and +DI leading — strong, directional, not yet exhausted. The Risk Analyst flags that ATR has widened, so any stop needs room. Three views, no cross-contamination.
Step 3 — Tier 2 advocates (parallel)
Now the debate. The Bull Advocate takes all three Tier-1 reports and builds the strongest long case: momentum confirms the breakout, structure supports continuation. The Bear Advocate builds the strongest short case from the same evidence: RSI is stretched, the ATR expansion could mark a blow-off top. The point is to hear the best argument for both before committing.
Step 4 — Tier 3 lead trader
The Lead Trader weighs the analysts, both advocates, and its own last four decisions for continuity. It judges the bull case stronger — the trend strength (ADX) outweighs the stretched RSI — and issues BUY at 0.74 conviction, with a written rationale and a stop sized to the widened ATR.
Step 5 — delivery, not execution
That call becomes a signal delivered to the user. It can be routed into a portfolio simulation to track how it plays out — but nothing hits an exchange. The user decides what to do with it.
Why the path matters
Notice the BUY survived a genuine bear argument. That’s the difference between a multi-agent call and a single model’s snap judgment: the disagreement was surfaced and resolved on the record, and the conviction score tells you how close it was.
See the full path on a live ticker — run a council free, three included, no card.