Deterministic · Local-first · Auditable

Would you be richer or poorer?

AlphaForgeReco turns market data, structured events, and fundamentals into ranked recommendations — then measures exactly how those recommendations performed. Every number is deterministic and reproducible; AI only writes the narrative after the math is done.

The Morning Intelligence Pipeline
Market Data
Prices, volume, fundamentals
Signals
Deterministic events & metrics
Recommendations
Ranked, scored, explained
Morning Report
Daily snapshot & action center
Outcomes
Was it right? Richer or poorer?

Built to be trusted

Four engines, one deterministic answer.

Deterministic scoring

Every rank and rating is computed from market and fundamental data. Reproducible and auditable — AI only writes the narrative, never the numbers.

Morning Intelligence

One daily report built by a pipeline of engines: what changed overnight, what to buy, sell, watch, and the biggest risk today.

Outcome tracking

Every recommendation is scored at 1, 7, 14, 30, 60, 90, 180 and 365 days versus a benchmark. Win rate, excess return, drawdown — all measured.

Strategy simulation

Replay following the recommendations with your own rules and see the real return, alpha, win rate, and max drawdown against a benchmark.

Five ratings, one meaning each

Every recommendation gets one rating — and a clear definition of what "success" means.

STRONG_BUYHighest conviction. Wins on positive excess return vs the benchmark.
BUYPositive setup. Same success test as strong buy, lower conviction.
HOLDStay put. Wins on a stable return with no major drawdown.
SELLReduce/exit. Wins when the asset underperforms or falls.
AVOIDStay away. Success measured as loss avoided vs holding.

See what the system knew.

Read the detailed tutorial, then sign in to generate your first morning report and outcome dashboard.