Pre-Market Time Capsule
Restore the macro, sector, company, news, event, sentiment, price, and volume environment available at decision time.
INVESTMENT AGENT EVALUATION
Test investment intelligence
inside real market context
We restore the information available before the market opens, assess the Agent without future information, and append objective market validation after the decision.
Real markets · Continuous validation · Iterative improvement
Evaluation framework
One decision, evaluated before and after the market moves
Ex-Ante Evaluation
Assess research quality, direction, risk, grading, triggers, invalidation, and market-context understanding without future information.
Real-Market Observation
Preserve the original answer while the market produces observable evidence.
Ex-Post Validation
Append objective checkpoints at Close, T+1, and T+2 instead of rewriting the original judgment.
Ex-ante dimensions
What the evaluators examine
01Research quality02Direction03Risk04Opportunity grading05Triggers06Invalidation07Market-context understanding
Dynamic benchmark
Continually refreshed real-market cases
A dynamic benchmark reduces fixed-test overfitting risk and helps expose judgments detached from actual market context.
We do not claim to eliminate hallucination or overfitting. The framework is designed to reduce risk and help expose failure modes.Phase 1 engagement
Focused evaluation, not an automated exam platform
Phase 1 is a guided evaluation engagement. It does not include online payment, customer accounts, an online exam engine, a custom CRM dashboard, or automatic grading.
Tell us what you want to evaluate
Introduce the Agent, its current stage and intended use, and the capabilities you want to assess.