MODEL DEPLOYMENT
Realize your AI Model's Potential
Overview
SFL Scientific can easily deploy your custom machine learning projects on modern production infrastructures such as Kubernetes on any cloud or on-premise system while maintaining and enforcing governance related to your solution.
Our Approach
Our clients seek scalable, automated processes supported by validated, custom AI and analytics to improve human decision making and reduce manual labor, often in critical and regulated environments.
With advances in digital data sources, cloud, infrastructure, and data distribution, by applying our data science approach, we deliver enhanced risk identification, solution integration, and a full assessment to develop a comprehensive roadmap and a successful technical strategy.
Our Custom Strategy
Model Deployment
Easily deploy machine learning projects written in modern languages and frameworks, on modern production infrastructures such as Kubernetes on any cloud or on-premise system.
Monitor
ML-based applications for performance issues with ML-centric capabilities like data drift analysis, model-specific metrics, and alerts. Provides proactive management and timely updates that don’t waste resources and ensure continued application performance.
Manage
The dynamic nature of machine learning applications with the ability to frequently update models, including testing and validation of new models. Update models on-the-fly while continuing to serve business applications.
Governance
Enforce governance policies related to machine learning models and capture the data that is required for strong governance practices in machine learning operations management, including who is publishing models, why changes are being made, and which models have been deployed over time.
Hear From Our Clients
The ability to couple large medical imaging datasets from our leading healthcare clients with the exceptional computational performance of the DGX GPUs and novel deep learning model development from SFL Scientific has been critical in building our platform of AI image classification applications.
Jim Havelka, CEO, InformAI
On developing novel artificial intelligence solutions for defense applications: “SFL Scientific is a reliable partner who brings great minds to the hard problem sets, delivering on custom and state of the art Artificial Intelligence solutions.
Todd Borkey, Chief Technology Officer, Alion Science & Technology
Trusted by Leading Organizations Worldwide
We enable organizations to utilize their data, automate processes, innovate, and operate more efficiently.
DISCOVER MORE
Natural Language Processing
Interaction between computers and humans using the natural language.
Learn More
Predictive Analytics/Time Series
Analyzing current and historical data to make predictions about the future.
Learn More