AI ENABLED
BUSINESS IMPACT
Not just better models, but better business results
Kogentix gives your enterprise the leading edge over competitors.
Our tools offer insights and predictions you haven’t even thought possible.
This lets you see game-changing opportunities you can not only act on, but that can be tweaked in the real-time
Building modern AI applications is far too difficult, leaving the promise of AI unfulfilled for most organizations.
Fortunately, that’s about to change.
Kogentix AMP makes it possible to build, manage, monitor, and deploy AI applications leveraging cost ctive, scalable open source software. Business leaders and data scientists can focus on using their data for superior results, not scripting and managing a wide variety of ever-changing tools. For data to have an impact, the entire data science process must be automated and operationalized.
Kogentix AMP delivers.
Introducing Kogentix AMP
Kogentix AMP goes well past models and predictions. Our technology delivers an end to end a solution that integrates and wrangles data from multiple sources, and builds machine learning models and operationalizes AI applications that will generate visible business results.
WE’RE REVOLUTIONIZING
ENTERPRISE AI APPLICATIONS
The Value of AMP
ONE INTEGRATED APPLICATION
RUNNING NATIVE TO ORGANIZATIONS’
BIG DATA INVESTMENTS
AMPLIFY
ENTERPRISE EFFICIENCY
WITH ONE POWERFUL TOOL
Kogentix AMP
COMPREHENSIVE CAPABILITIES AND FEATURES
Data Adaptors
Out of box click and configure connections to acquire data from your enterprise systems ex. Teradata, SAS, Oracle etc cloud storages ex.S3, ADL etc and 3rd party external systems. AMP also provides access to various public datasets
DATA WRANGLING & FEATURE SCORECARD
Wrangle your data native to your platform. Automated identification of features and their feature behavior change tracking.
DATA DISCOVERY & CORRELATIONS
AMP out of the box helps you understand your data better, discover patterns , trends, correlations, hypothesis testing on full set of all variety of data. AMP also allows user to create custom slice and dice data and multilevel reporting within the same experience.
DRAG & DROP OR CODE
Enable experts and citizen data scientists to build powerful predictive tools. You can choose to execute a full feature drag and drop, code the interface, or use a combination of both
Governance
AMP integrates with the underneath platform security, Collaboration, authentication and authorization framework when existing. Also governance around auditability of action, and flow for approval before operationalising the applications is all built into AMP
RULES ENGINE
AMP allows you to act on the model predictions or take actions based on business rules setup by domain experts through a drag and drop interface.
Traceability
AMP out of the box provides lineage and traceability for each data structure, model, fit statistics. Now you can clearly see what is the accuracy of models and trace various feature stats and model performance and visualize to why certain apps are performing better or otherwise now
Model Management
AMP allows full fledged functionality to build, train, validate, experiment models and out of box store each configuration and stats for each run. The user can now just click and visualize the performance and manage which configuration, trained model needs to be deployed
EXPERIMENT & ITERATE
AMP validates multi-models, identifies best features, sets up A/B Testing to experiment, and picks the top performing one allowing enterprises to share and collaborate.
Ensemble Model
AMP out of box provides multiple models all distributed or parallelized on spark . The user can just click and select models for classification , clustering , regression, Time series, Graphs, Survival Analytics, Deep Learning . All stats and configuration are saved for each training and scoring runs. The user can transparently various stats, charts, and compare across models to identify the best model
DEPLOY & OPERATIONALIZE
AMP empower enterprises to deploy and operationalize models in real- time. Batch or rest API’s with inbuilt governance can be integrated with a few clicks.
Productionalize
AMP enables the user to deploy and operationalize models with just a few clicks. Now handing over a trained model logic to developer to develop in production grade distributed is a thing of past. Move models into production and operationalize in minutes in real time streaming, batch or Rest API’s
CONTINUOUS LEARNING, CONTINUOUS IMPROVEMENT
AMP allows model performance and accuracy to be tracked and monitored when deployed. Learn and improve based on feedback and recommend when the model needs to be recalibrated.
HIGH-IMPACT DECISIONS FROM TRUSTWORTHY PREDICTIONS
Hyper customizability and control results in boosted transparency and predictability over natively distributed models for classification, clustering, regression, time series, graphs, survival analysis and deep learning.
Performance Monitoring
With AMP the model performance and accuracy can be tracked and monitored even after the model is deployed and predicting. AMP out the box can detect anomalies and recommend which alternate model will perform better and when the model needs to be recalibrated.
EXTENSIBILITY
AMP enables enterprises to integrate existing module writing in Python, PySpark, R, Scala, or Java into the AMP data flow.
On Premise or Cloud
Enterprises can leverage their existing data lake investments on-premise or cloud . AMP runs on Spark and natively on your enterprise hadoop distributions or your cloud providers Amazon web services, Google cloud, Microsoft Azure