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Real-Time Adverse Drug Reaction Surveillance Platform

Automated ADR Signal Detection for Real-Time Pharmacovigilance

Lifebit R.E.A.L. helps drug safety teams look for adverse drug reaction signals in real-world data, analyzed where the data is stored.

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REAL

Lifebit R.E.A.L.

Real-Time Adverse Drug Reaction Surveillance Platform. Lifebit R.E.A.L. helps drug safety teams look for adverse drug reaction signals in real-world data, analyzed where the data is stored.

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Trusted by governments, pharma, health systems, and biobanks in 30+ countries

Smarter pharmacovigilance for public health and safety

Lifebit R.E.A.L. helps teams analyze real-world data to detect adverse drug reactions (ADRs), surface trends, and prioritize risks.

  • Reduce manual review

  • Reduce costs

  • Prioritize security

  • Safeguard patients

Your trusted partner for real-time pharmacovigilance

Built on the Lifebit platform that governments, pharma, and biobanks use to analyze sensitive health data.

AI-powered signal detection at scale

Look for emerging adverse drug reaction (ADR) signals with AI-assisted analysis of structured and unstructured data, so reviewers spend less time on manual searches.

Built for security and compliance

Built on FedRAMP Moderate and NIST 800-53 controls and aligned with HIPAA and GDPR, Lifebit R.E.A.L. runs inside secure environments, so safety analysis happens where the data is stored.

Trusted by governments and global leaders

Lifebit R.E.A.L. runs on the Lifebit platform, trusted by governments, pharma, and biobanks, so drug safety signals are analyzed where the data lives.

Impact

Accelerate signal detection and optimize post-market safety monitoring with Lifebit R.E.A.L.™

Proven Platform

30+

countries where governments, pharma, and biobanks use the Lifebit platform that R.E.A.L. is built on.

AI Monitoring

Since 2021

Boehringer Ingelheim has used Lifebit AI to scan scientific and open sources for animal disease outbreaks.

Traceable Results

Full

audit trail of every query, export, and report, so each finding can be traced and reproduced.

How it Works.

We’ve outlined how Lifebit R.E.A.L.™ helps organizations unlock real-time adverse event insights from complex, distributed data—securely and at scale.

Log in and define your safety focus.

Start by accessing the Lifebit R.E.A.L.™ platform. Simply specify the drug(s), therapeutic class, population, or event type you wish to monitor. The platform uses these choices to focus monitoring on what matters to you.

REAL platform genomic data browser
Track emerging risks, instantly.

The platform scans the data sources you connect, such as clinical notes, public health records, and spontaneous reports, to surface possible adverse drug reactions (ADRs) across populations and regions.

REAL platform analytics interface
Detect ADR signals in real-time

Lifebit monitors the sources you connect, from EHRs and safety databases to published literature and news, for emerging adverse drug reactions (ADRs).

REAL platform real-world evidence analysis
Visualize activity and signal clusters

Interactive dashboards display geographic case maps, spike alerts, and granular case-level data with intuitive filters by drug, demographic, region, or clinical outcome—enabling instant signal tracking, risk assessment, and proactive action planning.

REAL platform collaborative research hub
Prioritize and triage emerging ADRs

AI models rank signals by severity, frequency, and novelty—so you know what matters most. Drill into timelines, supporting evidence, and affected populations to support faster decisions.

REAL platform compliance dashboard
Generate reports and share insights

Export datasets, download trend visualizations, and create summary PDFs. Lifebit R.E.A.L.™ supports internal safety reviews—backed by full data lineage and audit trails.

Lifebit platform architecture overview

Frequently asked questions

How does Lifebit R.E.A.L.™ support ADR surveillance?

R.E.A.L.™ continuously monitors diverse data sources, including clinical records and external media, to identify safety signals. It surfaces geographic spikes, case clusters, and risk trends via intuitive dashboards and alerts.

Work Together

Great work doesn’t happen alone. Let our experts show you how our product suite eliminates silos and unifies strategy.

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Trusted Research Environment

Turn Data into Insights.

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Trusted TargetID

Turn Data into Targets.

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Trusted Data Lakehouse

Connect, Link & Catalog Data.

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Trusted Data Factory

Make Data Usable.

Talk to an expert for enterprise service solutions

Lifebit R.E.A.L. helps drug safety teams look for adverse drug reaction signals in real-world data, analyzed where the data is stored.

  • Premium onboarding & workspace setup

  • Enterprise-grade access control & export review
  • Configurable policies & role-based approvals

  • 24/7 compliance & platform support