DominateBigBear.ai
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RobynMeta
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About
Gain decision advantage and maintain a competitive edge over adversaries with an advanced, automated capability to make sense of multiple streams of data to derive meaningful insights. Our time series forecasting engine, Dominate, analyzes economic indicators, global indices, media data, and more to enable supply chain planning and forecast probable future outcomes. Our cutting-edge approach to data preparation has been proven in some of the world’s most complex environments. Utilizes AI/ML to leverage the relationships between more complete data elements to influence your outcomes. Multi-step, multi-factor, multi-target, autoregressive models can flexibly forecast multiple values accurately and update them on-demand. Dominate provides certainty in shaping conditions to reveal unexpected insights and develop innovative courses of action. Tensor completion addresses error-prone and gap-riddled data and provides time-series forecasting, alerting, and impact analysis.
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About
Robyn is an open source, experimental Marketing Mix Modeling (MMM) package developed by Meta’s Marketing Science team. It’s designed to help advertisers and analysts build rigorous, data-driven models that quantify how different marketing channels contribute to business outcomes (like sales, conversions, or other KPIs) in a privacy-safe, aggregated way. Rather than relying on user-level tracking, Robyn analyzes historical time-series data, combining marketing spend or reach data (ads, promotions, organic efforts, etc.) with outcome metrics, to estimate incremental impact, saturation effects, and carry-over (adstock) dynamics. Under the hood, Robyn blends classical statistical methods with modern machine learning and optimization; it uses ridge regression (to regularize against multicollinearity in many-channel models), time-series decomposition to isolate trend and seasonality, and a multi-objective evolutionary algorithm.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Enterprises searching for a solution to get insights from multiple streams of data
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Audience
Marketing teams, data scientists, and analysts interested in a solution to measure real incremental impact, attribute performance across channels, and optimize budget allocation in a transparent, privacy-compliant way
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Support
Phone Support
Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationBigBear.ai
United States
bigbear.ai/solutions/supply-chain-management/dominate/
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Company InformationMeta
Founded: 2004
United States
facebookexperimental.github.io/Robyn/
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Categories |
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Integrations
Facebook
Not Supported
Facebook Ads
Not Supported
Instagram Ads
Not Supported
Meta Ads
Not Supported
Meta Pixel
Not Supported
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Integrations
Facebook
Supported
Facebook Ads
Supported
Instagram Ads
Supported
Meta Ads
Supported
Meta Pixel
Supported
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