Platform Capabilities

Universal Data Scoring Engine

Numerical trust score (0–100) Deterministic, explainable scoring Whole-file failure logic (score = 0) Audit trail generation

Data Readiness

Automate data cleaning and harmonisation across multiple sources. Achieve 50 % faster preparation

Traffic-Light Enforcement Layer

Green → Approved Yellow → Filtered Red → Quarantined

Integration & Pipelines

Connect to EDC, LIMS and IoT systems, with NiFi/DBT readiness.

Audit Trail & Explainability

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Agent-Ready Output

Clean + scored data
Enforcement decision attached
Downstream‑safe for LLMs, copilots, analytics, and automation