We are building the next generation application for Monitoring and Continuous Operations.
Monitoring
• The most comprehensive monitoring capabilities – at scale
• Create custom policies for each model
• Distance or window based monitoring of billions of data points
Root Cause
• Break through alert fatigue with custom alerts
• Drill down into model behavior across hundreds of features
• Identify cause of problem and take appropriate action
Retraining
• The right set of actions to take
• Best time to train for cost efficiency
• How to manually retrain or trigger automated retraining
Validation
• Champion / challenger deployments let you test models
• Canary and shadow options provide flexibility and insight
• Manually replace or automate the redeployment process
Our Customers Keep Models Trustworthy – At massive scale
Hundreds of Features
Tens of Thousands of Inferences/Sec
Billions of Rows
Designed for extreme scalability
Analyze billions of data points – in seconds and on commodity hardware.
Find pattern shifts and anomalies in massive amounts of production data. In real-time as well as in much longer time horizontally, such as years.
Deploy More Trusted Models into Production
Manage Models with Confidence
Establish in real-time whether your ML models are behaving as intended. Is there drift or uncertainty? Has the data changed or have the patterns changed? With Vian monitoring, root cause analysis, retraining, and validation you can monitor in real-time for drift, uncertainty, explainability, data quality, and more, to ensure the integrity and reliability of models over time.
Comprehensive, Scalable ML Model Monitoring
Are ML Models Increasing Risks, Bias, or Vulnerabilities for your Business – or are they Delivering Trusted Insights that Drive Transformational Decision-Making?
Learn why robust and scalable monitoring solutions are critical to minimizing the risk of bias in your hiring.
ML Operational Excellence
Keeping models trustworthy after they go into production is hard – it requires knowing why models degrade, how to identify root cause, and what actions to take to remediate the issues. This needs to happen at scale, as more models with more features and more inferences get into production, and models are getting bigger and complex. Our next generation platform for model monitoring and continuous is the backbone for reliable, responsible, transparent, trustworthy, and cost-effective human-centered AI within an enterprise.

H+AI™ for the Enterprise
Amplify the knowledge, experiences and decision making power of people in your organization.
Deliver AI in a responsible way, reducing the cost, impact and risk of running AI systems.
A Human-Centered Approach to Drive AI Success

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Who We Are
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