DF mSafety AIDatafoundry
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About
Most attribution tools tell you which ads a customer clicked before buying. That is correlation. Causality Engine tells you what would have happened to your revenue if you had never run those ads. That is causation.
We use causal inference, the same statistical methodology behind clinical drug trials, to calculate the incremental revenue each marketing channel actually generates. Not touched. Not assisted. Actually caused.
The math is simple: if Meta reports 4.2x ROAS but your total revenue stays flat when you cut spend by 30%, those conversions were going to happen anyway. Causality Engine quantifies exactly how much.
Connect your GA4 and Shopify data. Get your first causal analysis in under 5 minutes. No tracking pixels, no cookies, no complex integrations. Just upload your data and see which channels create real growth and which ones take credit for growth that was already happening.
One-time analysis: $99. Continuous intelligence: $299/month.
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About
DF mSafety AI is a cloud-based safety platform that leverages AI/ML and automation to enhance efficiency and user experience in safety case management and signal detection for drugs, cosmetics, vaccines, nutraceuticals, and medical devices. Built on Datafoundry's loud platform, DF Safety 4.0, it supports scalable and secure AI/ML-driven safety case and signal management, with pre-built connectors to enterprise systems, adhering to regulatory requirements and industry standards. Key features include multi-source case intake options, automated triage rule configuration, seriousness prediction, causality assessment, expectedness and listedness assessment, auto narrative generation, custom report generation, literature monitoring for safety, signal and risk management, case compliance alerts, integrated MedDRA and WHO-DD browsers, enhanced E2B R2 & R3 compliance, and an e-submissions gateway.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Shopify e-commerce brands in beauty, fashion, and lifestyle running $10K+ monthly ad spend across Meta, Google, and TikTok. Specifically: founders, heads of growth, and marketing leads at brands doing $1M to $50M annual revenue who need to understand which channels drive incremental sales versus which ones claim credit for conversions that were already going to happen. Currently using tools like Triple Whale, Northbeam, or native platform dashboards and questioning whether the numbers reflect reality.
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Audience
Pharmaceutical companies requiring a solution to transform their safety vigilance processes through AI-powered automation
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and VideosNo images available
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Pricing
$99/month
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationCausality Engine
Founded: 2023
Netherlands
causalityengine.ai
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Company InformationDatafoundry
Founded: 2016
India
datafoundry.ai/m-safety/
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