Prototype Array

ClinicalTrials.gov-based candidate site filtering and explainable scoring for rapid CTM decisions.

Human-in-the-loop ranking that learns from CTM preference feedback and updates weights transparently.

Transforms site/investigator Likert survey datasets into actionable engagement insight dashboards.

Protocol querying, eligibility checks, and medication restriction decisions with clause-level evidence.

Synthetic control and sample-size reduction simulation with power/bias risk assessment.

Structured cohort search over EHR/claims to estimate recruitable patients and enrollment velocity.

Stochastic site-level enrollment forecasting with probability-to-target and milestone risk alerts.

Signal radar for clinical development programs, vendor moves, and big-tech watch.

Visual orchestration for protocol-to-execution study workflows.

Transforms fragmented notes into coherent editorial signal maps.

Early risk sensing layer for oncology program timelines.

Prompt traces, evaluation logs, and reusable operator patterns.

Session-level rhythm tracking for serve and footwork consistency.

Cut-density and transition pacing analyzer for short-form videos.

Cross-book concept clustering with concise synthesis snapshots.

Catalog of architectural motifs linked to spatial emotion notes.