AI Mesh is a highly networked classification architecture that uses a Small Language Model (SLM), deep neural network classifiers, light AI classifiers and other predictive AI and data science capabilities to deliver more rapid, accurate and efficient data classification.
What is AI Mesh?
Data is the steady drumbeat of innovation. Protecting it from risks of
all kinds is essential to an organization’s survival.
The classification of that data is at the bedrock of fundamentally sound data security - and an inability to correctly identify and catalogue sensitive data can be detrimental to a company’s security posture.
Power Highly Accurate Data Classification with Artificial Intelligence
AI MESH
AI Mesh understands and classifies data from a wide range of cloud and on-premises storage, supplying highly accurate automation where manual processes aren’t possible.
Data
The SLM is trained by LLMs with synthetic data and transforms text into document vectors while factoring in the context of the file to feed other data science capabilities.
GenAI Small Language Model
The deep neural network applies sentiment analysis to the text, using the syntax to improve the precision of classification.
Deep Neural Network Classifiers
The light AI classifiers include Bag of Words (BOW), a Natural Language Processing technique that captures the relationship between words to identify the topic of the file.
Light AI Classifiers
AI Mesh is ready to use with out-of-the-box functionality and can be finely tuned for industry, compliance, risk or unique data requirements.
AI Model Customization
AI Mesh can parse through documents and classify data in over twenty languages.
Multilingual Support
The detectors use regex and dictionary term filters or user-added filters to allow or disallow classification based on the text.
Regex Filters
The Bayesian Inference uses predictive modeling to infer and provide forward sampling at a higher degree of confidence.
Bayesian Inference
Small Language Model. Big Time Results.
The engine that keeps Forcepoint AI Mesh running
is a generative AI Small Language Model.
The SLM helps set in motion the AI-powered classification process, determining a piece of
data’s sensitivity and criticality based on
contextual criteria.
SLMs are nimbler and more efficient than LLMs, providing low-latency capabilities at a fraction of the resources their larger counterparts require. These models are highly customizable and when used within the AI mesh, deliver lightning-fast data classification with bull’s-eye accuracy.
Book a Demo
Forcepoint DSPM runs on AI Mesh. Book a demo with one of our experts to learn more about it and see the results of its data classification.
Try AI Mesh for Yourself
AI Mesh is trained on an organization's industry-specific data and its classification requirements.
A mix of detectors, AI classifiers and summarizers work together to bring customers a world-class classification engine and more precise results.
A Network of Nodes Strengthens the Model
Streamline Compliance
Increase Productivity
Cut
Cost
Reduce
Risk
Get rapid, accurate data classification and minimize the need for extensive personnel training or technological maintenance.
REDUCE RISK
Account for AI and privacy regulation requirements with easily auditable and explainable AI technology.
STREAMLINE COMPLIANCE
Provide highly efficient data classification to save time without compromising the accuracy of the technique.
INCREASE PRODUCTIVITY
Reduce the need for expensive computing resources in GPUs and save on resources aligned with maintenance or training.
CUT COST
Get rapid, accurate data classification and minimize the need for extensive personnel training or technological maintenance.
REDUCE RISK
AI Mesh may have a very specific function rooted in data classification, but its impact reverberates across the organization.
Benefits that Scale
Talk to an Expert
AI Mesh fuels the high-precision classification of Forcepoint DSPM. Contact our team today to book a demo and experience AI mesh firsthand.
Regex Filters
(Keywords, Syntax)
Document Vectors
(Multilingual)
Semantic Classification
(Finance, Business, Code)
Compliance
(PII)
Forward Classification
(MPIP)
Unstructured Data
Classification begins on
a Word document.
Regex filters identify important keywords based on context.
Document vectors are generated to be used throughout the mesh.
Industry-specific classifiers are applied to further enhance classification accuracy.
Compliance requirements are discovered and PII, PHI and other sensitive data is mapped.
Apply classification labels.
Unstructured Data
Lights. Camera. AI Mesh in Action.
Runs on
CPUs
instead of expensive GPUs
Up to
1,000x
less computing power required than LLM
Up to
10x
smaller than the smallest LLM
Up to
10M
Manageable parameters used instead of billions
Up to
20
Languages Supported
Up to
10x
smaller than the smallest LLM
Runs on
CPUs
instead of expensive GPUs
Up to
20
Languages Supported
Up to
1,000x
less computing power required than LLM
Up to
10M
Manageable parameters used instead of billions
Up to
20
Languages Supported
Up to
10x
smaller than the smallest LLM
Up to
10M
Manageable parameters used instead of billions
Runs on
CPUs
instead of expensive GPUs
Up to
1,000x
less computing power required than LLM
Up to
10M
Manageable parameters used instead of billions
Up to
20
Languages Supported
Up to
1,000x
less computing power required than LLM
Up to
10x
smaller than the smallest LLM
Runs on
CPUs
instead of expensive GPUs
Up to
1,000x
less computing power required than LLM
Up to
10M
Manageable parameters used instead of billions
Runs on
CPUs
instead of expensive GPUs
20
Languages Supported
10x
smaller than the smallest LLM
What is AI Mesh
AI Mesh is a highly networked classification architecture that uses a Small Language Model (SLM), deep neural network classifiers, light AI classifiers and other predictive AI and data science capabilities to deliver more rapid, accurate and efficient data classification.
Small Language Model. Big Time Results.
The engine that keeps Forcepoint AI Mesh running is a generative AI Small Language Model.
The SLM helps set in motion the AI-powered classification process, determining a piece of data’s sensitivity and criticality based on
contextual criteria.
SLMs are nimbler and more efficient than Large Language Models (LLMs), providing low-latency capabilities at a fraction of the resources their larger counterparts require. These models are highly customizable and when used within the AI mesh, deliver lightning-fast data classification with bull’s-eye accuracy.
Book a Demo
Forcepoint DSPM runs on AI Mesh. Book a demo with one of our experts to learn more about it and see the results of its data classification.
Try AI Mesh for Yourself
AI Mesh is trained on an organization's industry-specific data and its classification requirements.
A mix of detectors, AI classifiers and summarizers work together to bring customers a world-class classification engine and more precise results.
A Network of Nodes Strengthens the Model
Talk to an Expert
Congratulations! You’ve now read all about data security,
so why not try out one of our solutions yourself?
Streamline Compliance
Increase Productivity
Cut Cost
Reduce Risk
Account for AI and privacy regulation requirements with easily auditable and explainable AI technology.
STREAMLINE COMPLIANCE
Provide highly accurate data classification through customizable settings and user-specific detectors to better mitigate potential data security threats.
INCREASE PRODUCTIVITY
Reduce the need for expensive computing resources in GPUs and save on resources aligned with maintenance or training.
CUT COST
Get rapid, accurate data classification and minimize the need for extensive personnel training or technological maintenance.
REDUCE RISK
AI Mesh may have a very specific function rooted in data classification, but its impact reverberates across the organization.
Benefits that Scale
Semantic classification
(Finance, Business, Code)
Industry-specific classifiers are applied to further enhance classification accuracy.
Document vectors
(multilingual)
Data is the steady drumbeat of innovation. Protecting it from risks of all kinds is essential to an organization’s survival.
The classification of that data is at the bedrock of fundamentally sound data security—and an inability to correctly identify and catalogue sensitive data can be detrimental to a company’s security posture.
Powering Highly Accurate Data Classification with Artificial Intelligence
AI MESH
Up to
1,000x
less computing power required than LLM
Up to
1,000x
less computing power required than LLM
Up to
1,000x
less computing power required than LLM
Up to
1,000x
less computing power required than LLM
Up to
1,000x
less computing power required than LLM
Click on icons to learn more
Data
AI Mesh understands and classifies data from a wide range of cloud and on-premises storage, supplying highly accurate automation where manual processes aren’t possible.
Gen AI Small Language Model
The Small Language Model is trained by LLMs with synthetic data and transforms text into document vectors while factoring in the context of the file to feed other data science capabilities.
Deep Neural Network Classifiers
The deep neural network applies sentiment analysis to the text, using the syntax to improve the precision of classification.
Light AI Classifiers (BOW/CBOW)
The light AI classifiers include Bag of Words (BOW) and Continuous Bag of Words (CBOW) are Natural Language Processing techniques that capture the relationship between words to identify the topic of the file.
AI Model Customization
AI Mesh is ready to use with out-of-the-box functionality and can be finely tuned for industry, compliance, risk or unique data requirements.
Multilingual Support
AI Mesh can parse through documents and classify data in over twenty languages.
Regex filters
The detectors use regex and dictionary term filters or user-added filters to allow or disallow classification based on the text.
Bayesian Interface
The Bayesian Interface uses predictive modeling to infer and provide forward sampling at a higher degree of confidence.
Lights. Camera. AI Mesh in Action.
