INDUSTRIALS & MANUFACTURING
Optimizing Manufacturing & Industrial Pipelines
Overview
State-of-the-art machine learning and AI provide immense opportunity for manufacturers. SFL Scientific has built custom solutions ranging from computer vision tools for quality control on production lines to predictive models for inventory management.
Our Recent Clients
USE CASES
AI Use Case for Industrials
SFL Scientific’s knowledge helping manufacturers leverage AI solutions such as Inventory prediction and inspection automation gives them a competitive advantage over established competitors while actually impacting the bottom line.
Vibration Analysis using Synthetic Datasets
SFL Scientific was tasked to predict risk scores for shaft misalignment (SM) in machinery using synthetically generated vibration testing samples. The end goal was to have a model that could extrapolate well to real-world data despite having insufficient real-world data for model building.
Fault Detection using Guided Wave Analysis
In this project, SFL Scientific utilized Guided Wave analysis to detect surface flaws on steel piping with the goal of using a nondestructive testing method to build a machine learning model that automatically detect fault presence in piping structures.
AI APPLICATIONS
How SFL Helps Industrial and Manufacturing Companies
Data Science is empowering leading industrial and manufacturing companies to deliver AI solutions that are changing the industry. These solutions can range use cases including predictive maintenance, predictive process design, supply chain optimization, and more.
Production
- Demand Forecasting
- QC / Inspection
- IoT & Sensor Automation
- Predictive Maintenance
- Failure Detection
- Materials Analysis
Supply Chain
- Intelligent Warehouse
- Temporal & Fleet Analytics
- Asset Tracking / Downtime
- Automation/RPA
- AI-Based Scanning
Communication/Customer
- Call Center Analysis
- Audio Extraction
- Emotion Analysis
- Decision Support
- Compliance & QA
- Topic Modeling
People Powered from Data Management to Custom Solutions and Deployment
Manufacturers know it’s not a question of whether or not to deploy AI solutions, but a matter of when and where to start.
Our US-based team of data scientists, consultants, and engineers can guide you through the process of driving real business value with AI. We will work to understand your AI business cases, identifying unique areas of innovation that require further research with proof of concept through building models and deploying sustainable, performant AI business applications at scale.
WORK WITH US
Start a Project
We’d like to work with you to understand your unique AI challenge from modernizing legacy platforms to developing new AI solutions. Technology moves fast, let’s build sustainable solutions.
Our Custom Strategy
Computer Vision
Performance monitoring (predictive analytics, time-series, machine vision)
Learn MorePredictive Analysis/Time-Series
It's critical to develop a plan to integrate the model, not just make a predictive score
Learn MoreData Engineering
Designing data architecture and best practices for secure, efficient, and cost-effective data and IT systems.
Learn More