Hosted Application
Data Anomaly Detector
modernize data anomaly detection by identifying unusual patterns in live data feeds
Fulcrum’s ML-driven Data Anomaly Detector, better known as “DAD”, applies cutting edge machine learning applications and data visualization to information technology systems historically run by SQL logic. It requires minimal user input or oversight, and becomes more effective as the user interacts with it. DAD leverages a blend of user context knowledge and machine learning methodology to automatically hone in on outliers and less obvious long-term trends or patterns in data.
Graphical User Interface
A Graphical User Interface (GUI) guides the user through a series of relatively simple prompts and the user-provided knowledge then gets incorporated into the underlying models.
Predictive Checking
With each facet of each new record, the tool conducts backend predictive checks to quantify the extent to which the observed data deviates from model expectations.
Anomaly Tracking
Deviations deemed statistically significant are noted as anomalies and recorded along with the level of significance.
Machine Learning to fit your business
Incrementally Updates
DAD streams new data record-by-record to incrementally update Bayesian machine learning models for various facets of each new record
User Context and ML
DAD leverages a blend of user context knowledge with the ML models to become increasingly effective in spotting anomalies as the user interacts with it
Customizable
DAD is customizable in both its anomaly detection tuning and dashboard reporting, and is designed to work with minimal user input
Hosting Options
DAD can be hosted within a client’s own technical environment or within one of Fulcrum’s cloud-based environments
Basic
All the benefits of Data Anomaly Detector
- Full access to Data Anomaly Detector
Hosted
Data Anomaly Detector with Managed Hosting
- Full access to Data Anomaly Detector
- Hosted in Fulcrum’s secure data environment
- Customized features and tools for your business
Expert
Data Anomaly Detector with a team of experts
- Full access to Data Anomaly Detector
- Full Data Science consulting team for hands on approach and training
- Customized features and tools for your business
The team behind Fulcrum Impact is a seasoned and dedicated mix of data scientists, engineers, and developers producing meaningful insights from complex data.
Read our In-Depth
Blog posts about Impact
- MLOps: Building Machine Learning Systems
- Improving Data Quality: Anomaly Detection Made Simple
- Using AI to Detect Data Anomalies
