Prototype Array

Mock diffusion-based digital twin for synthetic control arm generation in ophthalmology trials.

Site start-up + recruitment simulation workspace showing multi-agent collaboration and MCP-like shared context versioning.

Scenario-first radar for CRO/tech vendor products, technology stacks, and literature signals across clinical development workflows.

Unified CTM operations panel for CTMS/EDC/RTSM/Excel signals, KPI drift alerts, and SOP-as-code mitigation actions.

Generate CSR data-independent and data-dependent draft blocks from protocol synopsis plus BDS and TFL/RTF inputs.

Generate participant-friendly lay protocol synopsis from protocol/protocol synopsis for EU submission workflows.

Digitize unstructured historical protocol text into structured Inclusion/Exclusion criteria and SoA schema.

Natural-language data discovery across internal and external clinical development datasets, with schema and access metadata.

Natural-language router for 10 HighScore initiatives with skill-pack execution flow and backlog intake.

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.