An automated trading system for an investment firm.
The firm had spent roughly six months on an earlier build, left unfinished and structurally fragile, with real capital intended to run through it. After a full review, ShieldStone recommended a clean rebuild, on the record, before the engagement began.
The system ingests live market data, runs the firm's signal algorithms, scores each signal for probability of success, and manages position opens and closes without continuous human involvement. Every signal and every trade is logged with the exact market conditions it fired in. A testing framework runs up to fifty strategy variations at once, so refinements are validated against each other before a dollar is committed.

