Catches what a six-month review cycle misses.
Data Reliability's anomaly detection applied to clinical trial and research data — the one Nabla-X vertical without a dedicated product yet. Checks new records against patterns across sites, forms, and systems in real time, instead of waiting for a periodic manual review to catch a problem.
Checks new trial records against cross-site patterns continuously, instead of waiting for a scheduled review cycle.
Compares patterns across sites, forms, and systems to catch anomalies a single-site view would miss.
Fills the one Nabla-X vertical — clinical trials and research — with no dedicated product yet.
Planned design — this pipeline does not exist yet.
Points the existing anomaly engine at trial-specific structures — adverse event forms, enrollment records, site data.
Checks new records against patterns observed across other sites and form types, not just historical trend for one site.
Surfaces anomalies to a data monitoring committee in real time, rather than waiting for the next scheduled interim analysis.
Conceptual pipeline — every site feeds the same continuous check, instead of its own periodic review.
The reasoning approach this concept is designed around.
Conceptual — illustrates the intended per-record evaluation. No part of this pipeline is built.
The core bet is that continuous checking catches what a six-month review cycle structurally cannot — not a new detection method, a different cadence.
A single site's numbers alone are often unremarkable — the anomaly shows up in comparison to other sites running the same trial.
Explicitly positioned as the one Nabla-X vertical without a dedicated product — not a speculative new market.
Like FraudSentinel, this reuses Data Reliability's working anomaly detection rather than building new detection logic from scratch.
Nothing below is built. This describes the intended design and its dependencies.
Conceptual comparison — illustrates the intended cadence, not measured trial data.
Checks run as records arrive, not on a six-month cycle.
Baseline is peer sites in the same trial, not just one site's history.
Extends Data Reliability's working anomaly detection, not a new engine.