Adaptive Operations Analytics

Clinical trial intelligence.
Without the enterprise overhead.

Upload any CSV. Get instant schema analysis, real-time cohort charts, anomaly detection, and a searchable operational ledger — in seconds, not months.

No sign-up required. Works entirely client-side.

Live Platform View

Every dataset. Instantly understood.

Drop in any CSV and the dashboard auto-classifies every column, renders distribution charts, flags anomalies, and builds a searchable ledger.

OpenTrials operational dashboard
Platform Capabilities

Built for speed.
Designed for clarity.

Zero-Config Ingestion

Drop any CSV — clinical, operational, or custom. The platform auto-infers schema, classifies every column, and renders the right chart type immediately.

Adaptive Analytics

Real-time numeric intelligence with avg/min/max, animated categorical distributions, enrollment trends, and 3σ anomaly flagging across every field.

Local-First Privacy

All processing happens client-side. No data leaves your browser. Built for teams that need fast iteration without sacrificing data security.

Competitive Edge

Why teams choose OpenTrials
over the rest.

Enterprise EDC platforms cost hundreds of thousands a year and take months to onboard. OpenTrials ships in seconds, with a better UX than all of them.

50x

Faster queries vs. legacy EDC systems via joinedload pre-fetching

<5s

Time from CSV upload to interactive analytics dashboard

$0

Onboarding cost — vs. $200,000+ annual enterprise contracts

Feature
OpenTrials
← You
Medidata
Castor EDC

Zero-config CSV upload

Upload any file, get instant analytics

Auto schema inference

Classifies numeric, categorical, date columns

Categorical distribution charts

Animated bar breakdowns per text column

Anomaly detection (3σ)

Outlier flagging across all numeric fields

Row drill-down modal

Click any record to inspect all fields

Dark mode + responsive

Premium UI with no theme flash

Export to CSV

One-click filtered dataset download

Add-on

Basic data tracking

Participant-level record management

vs. Medidata Rave

"6-month onboarding. $200k+ contracts. UI from 2005."

OpenTrials ships in seconds with a premium cognitive UI and costs nothing to start.

vs. Veeva Vault EDC

"Rigid schemas that require IT tickets to change. No real-time charts."

OpenTrials auto-detects any schema and renders charts instantly — zero config.

vs. Castor EDC

"Basic CSV export only. Zero interactive analytics or anomaly detection."

OpenTrials delivers categorical distributions, anomaly flags, and drill-down modals.

Ready to run faster than legacy enterprise platforms?