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Clinical Trial Overrun Budget Overrun PMO Reporting Portfolio Risk Visibility Book a conversation →
AI Risk Intelligence · For Pharma & Life Sciences

Clinical trials fail on data your PMO already has.

Praeveo detects Phase III delay patterns 4 weeks before they hit your steering committee.

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67%
Of Phase III trials delayed
€850K
Avg monthly delay cost
4 wks
Earlier detection
Core challenges in pharma

Why clinical programs run late.

01

CRA resource conflicts across parallel trials

Your Clinical Research Associates are stretched across multiple trials. Capacity conflicts surface too late — when enrollment targets are already missed.

02

Enrollment pace deviation buried in spreadsheets

Site-by-site enrollment data lives in spreadsheets and CTMS exports. Deviation from plan is invisible until the quarterly review reveals a 6-week gap.

03

Regulatory timeline drift from document backlogs

Protocol amendments, IB updates, and regulatory submissions pile up. Each delayed document creates a cascading effect on your regulatory timeline.

What Praeveo monitors

Four signals that protect your clinical programs.

👥

CRA allocation conflicts

Detects when CRAs are overallocated across parallel trials before capacity gaps hit enrollment.

📈

Site enrollment pace vs plan

Tracks site-level enrollment velocity against targets and flags deviations early.

⚠️

Protocol amendment velocity

Monitors the rate and impact of protocol amendments on your overall trial timeline.

📄

Document review backlog

Tracks regulatory document queues and flags growing backlogs before they delay submissions.

Early warning system

What Praeveo alerts look like for pharma.

⚠️
Clinical Trial Phase III
Pharma€12.1M
87
⚠️
Regulatory Audit Q2
Compliance€4.2M
73
💡
Drug Launch Program EU
Pharma€18M
52
External data sources

Industry data that powers smarter risk models.

📊

iQvia enrollment data

Real-time trial recruitment rates to benchmark your enrollment pace against industry averages.

📄

FDA/EMA regulatory timelines

Approval cycle tracking to model regulatory risk and anticipate submission bottlenecks.

🔍

Clinical trial registries

Competitor trial landscape data to understand site competition and enrollment pressure.

🌦️

Weather & seasonal data

Site accessibility impact modeling to predict weather-driven disruptions at trial locations.

Scenario analysis

What does Praeveo actually show you?

"What if enrollment drops 30% at 3 sites?"

Best
3 weeks delay, +€2.5M additional cost
Mid
8 weeks delay, +€6.8M additional cost
Worst
16 weeks delay, +€13.6M + regulatory timeline risk
Trusted by leading organizations

Used by teams at top pharma companies.

"We caught a Phase III enrollment gap 5 weeks before it would have hit our steering committee. Praeveo paid for itself in the first quarter."

— VP Clinical Operations, Global Pharma Company

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