Products
Developers
About

Soldier Recruitment

World record performance and accuracy for secure generative AI

transparent-1x1

Challenge

The United States Army fell about 25% short of its goal of onboarding 60,000 new active-duty troops in fiscal 2022 due to stringent recruitment requirements. This problem has permeated through fiscal 2024.

Objective

To implement SambaNova AI-driven recruitment tools to automate candidate and recruit screening, analyze large pools of candidate data, and match qualifications with job requirements efficiently. Leverage natural language processing to understand recruitment documentation and structured data analysis to predict candidate success, speeding up the recruitment process and increasing the quality of soldiers delivered to the force.

Government & Public Agencies

Learn about how SambaNova Systems is proven in multiple federal and research environments.

Distinguishing Factors

  • World record performance and accuracy
  • Data security & privacy
  • Model/data ownership
  • On-site/cloud services
  • Data management
  • Fine-tuned expert models
  • Validation testing suite

Justification

AI-driven tools, powered by the SambaNova platform, can analyze candidate data more efficiently than traditional methods. For example, the CoE model in SambaNova Suite offers “10X more efficiency” than other models of its size, which can significantly speed up the recruitment process by quickly matching qualifications with job requirements.

Solution

SambaNova Suite, combined with the Samba-1 Composition of Experts (CoE) model, delivers the highest combination of performance and accuracy for generative AI. A complete hardware/software platform, SambaNova Suite can be deployed as a fully configured rack-level solution either on-premises, including air-gapped environments, or as a cloud-based solution. The Samba-1 model provides state-of-the-art accuracy across a wide range of use cases.


Key Features

Performance, Accuracy, & Efficiency

Only SambaNova delivers performance of over 1,000 tokens/s at full precision, on as few as 16 sockets. This is an unrivaled combination of performance  and accuracy with a small footprint, dramatically reducing power consumption.

Total AI Stack Control

With options for on-premises and air-gapped deployments, SambaNova ensures complete data privacy and security, enabling the use of sensitive data for model training without external exposure.

Model Ownership

Once a model is fine-tuned, it becomes the property of the customer in perpetuity, eliminating model ownership concerns.

Configurable Access & Permissions

The Samba-1 model enables flexible access controls, allowing precise management of model permissions to align with organizational roles, enhancing security and ensuring compliance.


Let's discuss your initiatives