Production ML Risk Playground

Self-Healing Quant Risk Platform

Test live VaR / ES forecasts, compare diversified versus concentrated books, inspect model health, and warm up the demo without touching curl.

API Docs

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Guided Examples

What people should try

These scenarios are designed to make the differences in risk profile obvious. Click one to prefill the request builder.

Forecast Builder

Run a forecast

Request Payload 

          

        


        

          

            

              
Forecast Output

              
Latest result

            

          


          

            

              VaR 95
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              ES 95
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              Predicted Vol
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              Model Version
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              Feature Timestamp
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              Data Freshness
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              Portfolio
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Top Risk Drivers

              Relative score within this forecast
            

            

          


          

            

              Raw Response
              
            

            

          

        


        

          

            

              
Ops View

              
Model and deployment state

            

            

              Use this during demos to explain whether the latest challenger was accepted,
              rejected, or held back behind the last healthy production model.
            

          


          

            

              Production
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              Challenger
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              Current State
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              History Events
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                Deployment State
              

              

            

            

              

                Registry Summary
              

              

            

          

        


        

          

            

              
Demo Script

              
Suggested test runs