The Most Intelligent Brain

EXTRACT & CONNECT, ENRICH, PREDICT, ACT, EXPLAIN

Discover Our Technology

To unlock the latent value in an ever-increasing array of datasets, OKRA.ai’s AI platform represents an engine with unique components to support optimal and efficient decision-making.

OKRA.ai curates and enhances a valuable data lake for insights generation and leverages advanced feature extraction algorithms to understand the characteristics that are critical for value creation.

Any OKRA.ai brain has 5 pillars to transform data into actionable insights.

Extract & Connect

  • OKRA.ai has a distinct capability to capture data scattered across the private and public domain, which is collated into a curated data lake: Main sources are client data, public data and 3rd party data.
  • Those data sources can be transformed into usable data and are regularly updated with dynamically refreshing data which might impact outcomes.
  • OKRA.ai’s custom-built NLP technologies extract structured and unstructured text to detect relevant information
  • OKRA.ai’s proprietary NLP engine can normalise medical terminology, detecting mentions of medical concepts in the text and linking them to medical ontologies and structuring the information into topics for enrichment

Enrich

  • The connected data is enriched through feature extraction algorithms that identify and categorise the data to amplify the key drivers and changes in behaviours in the data
  • Automated self-learning that places more emphasis on recent changes in the behaviours of the actors within the pharmaceutical ecosystem and provides robust and continuous AI training. 
  • After noise removal, key drivers are shaped and get adjusted according to the time weight and take dynamic scoring for input. 
  • Feature extraction transforms the data into a standardised, manageable resource that can be correctly used for modelling.

Predict

  • OKRA.ai predictions are delivered via robust, validated trained models, rather than rules-based systems. This is to maximise prediction accuracy and helps recognize the patterns and trends over time
  • The OKRA.ai brain, recommends actions and insights that are generated based on robust modelling, with explanations and reasons provided to explain the outputs, instilling trust in users 
  • The prediction models feed the enriched data into specialist algorithms to produce predicted outcomes
  • Prediction models build on the enriched data which allows more accurate and precise predictions to be made, based on the behaviours of actors

Act

  • OKRA.ai brains recommend actions, highlighting what can be done now based on the predictions from the prediction engine 
  • The unique actionability model provides dynamic and meaningful insights across the business
  • Actionability involves training the AI brain to identify the best course of action that can be meaningfully implemented to drive the desired outcome
  • The engine runs several simulations and evaluates if those recommendations are actionable or not and creates the final actionable suggestions.

Explain

  • OKRA.ai brains explain each actionable recommendation to evidence why it is recommended. 
  • OKRA.ai’s explainability model provides traceable and transparent reasoning behind each output. 
  • Using a unique causality module to identify hidden variables to provide explanations for outcomes that go beyond standard correlation-based modelling.
  • Using the explainability model, OKRA.ai translates key drivers into a language that can be easily understood, providing the evidence to drive and support the recommended actions.

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