MLOps Solution | Predera AIQ

Block

Scale Machine Learning Models

with automated MLOps solution

Deployment Pipelines

Collaborate & Monitor

Observe & Act

DataSet

Move machine learning model from development to production at a fraction of cost

Onboard faster with our readily available deployment pipeline templates

Onboard faster with readily available deployment pipeline templates

Deploy to any cloud, on-prem or hybrid based on the infrastructure of your choice by determining the cost for managing the computing resource and monitoring the performance of machine learning models

Kubernetes based deployment with reproducible CI / CD pipelines makes it easier to onboard any new environment like QA, Pre-Prod or onboard new team with machine learning models along with the infrastructure needed to train the model and run the inference for the model

Manage end to end machine learning lifecycle with confidence

Manage machine learning lifecycle with confidence

Automate MLOps Pipelines

Prediction

Flexibility in using different ML libraries and algorithms to experiment and retrain machine learning models with expandable model catalogs

Eliminate Bias and Improve model performance with feedback loops and automated retraining frameworks. Observe and act on insights from machine learning model with self-explainable dashboard

Flexibility in using different ML libraries and algorithms to experiment and retrain machine learning models with expandable model catalogs

Unified platform for data scientists to collaborate with ops team to deploy and monitor machine learning models with feedback loops and automated retraining schedules

Eliminate Bias and Improve model performance with feedback loops and automated retraining frameworks

Unified platform for data scientists to collaborate with ops team to deploy and monitor machine learning models

Flexible Experimentation

Collaborative Deployment Environment

Beyond Monitoring

Unified MLOps Experience

Unified MLOps

From Experimentation to Production

Analytics

Integrated MLOps Solution for All

Deployment to Insights