On-device ML platform for real-time personalization in Gaming

Enhance gamer engagement with truly real-time personalized experiences.

Avoid compromising user privacy or breaking the bank on cloud costs using on-device ML.

Solution
NimbleEdge Platform

NimbleEdge executes real-time ML pipelines on users' mobile devices, from in-session data capture to ML inference

This unlocks rapid, cost-effective and privacy-preserving ML for a wide variety of real-time gaming use-cases

Use CaseS

Real-time In-app Purchase Recommendations

Provide tailored recommendations incorporating in-session user-product interactions (e.g. clicks, purchases)

>5% uptick in Gross Merchandise value

Real-time Personalized Game Recommendations

Deliver personalized game recommendations that adapt with real-time user actions (e.g. game joins, views)

6-8% increase in conversion

Real-time Personalized Offers & Promotions

Leverage real-time user data (e.g. wins/ losses) to showcase offers and promotions geared for conversion

>10% increase in redemption rates

Real-time Fraud and Cheating Detection

Accurately and rapidly detect fraud and cheating with on-device ML that leverages real-time user behavior  

>5% increase in detection accuracy

PLATFORM BENEFITS

Truly real-time, privacy-preserving personalization at a fraction of the cost on cloud

Massive model performance improvement (>5%)

Incorporate real-time user behavior in your ML models, and instantly improve model accuracy

Money cart

Enormous cloud cost savings (>50%)

Slash cloud costs by eliminating the need for cloud resources for real-time data processing and ML inference

tools

Minimal end-to-end latency (<50ms)

Incorporate user inputs in ML systems instantly, going from event capture to inference in milliseconds

transfer

NimbleEdge Platform manages both orchestration and execution capabilities for on-device ML

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Edge pipelines with
on-the-fly updates
Cloud-to-Edge
Orchestration
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Fully-Managed
Platform
SOLUTIONS

Unlock real-time personalization in your mobile app with on-device machine learning

E-Commerce

Read your users' mind with real-time personalized search results, ads and recommendations
E-Commerce
Read your users' mind with real-time personalized recommendations, search results, ads and more
Boost conversion and average order value by delivering tailored user experiences, which adapt in real-time based on in-session user behavior
Learn more

Media &
Entertainement

Deliver highly engaging user experiences with session-aware personalized feeds and search, and real-time content moderation
Media & Entertainment
Deliver highly engaging user experiences with session-aware personalized feeds and search, and real-time content moderation
Improve ML model performance and slash cloud costs by using on-device ML to capture real-time user interactions, and incorporate those in feed, search rankings, and more
Learn more

Want to
learn more?

Get in touch to unlock real-time personalization using on-device ML with NimbleEdge
Contact us