DF mSafety AI

DF mSafety AI

Datafoundry
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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.

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.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

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.

Audience

Pharmaceutical companies requiring a solution to transform their safety vigilance processes through AI-powered automation

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

$99/month
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 5.0 / 5
ease 4.0 / 5
features 5.0 / 5
design 4.0 / 5
support 5.0 / 5

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Causality Engine
Founded: 2023
Netherlands
causalityengine.ai

Company Information

Datafoundry
Founded: 2016
India
datafoundry.ai/m-safety/

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Categories

Categories

Integrations

DF Literature Monitor
Google Analytics
Meta Ads
Shopify

Integrations

DF Literature Monitor
Google Analytics
Meta Ads
Shopify
Claim Causality Engine and update features and information
Claim Causality Engine and update features and information
Claim DF mSafety AI and update features and information
Claim DF mSafety AI and update features and information